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predict
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stringclasses
2 values
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Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/20_00000050.mp4" ]
abnormal
The crowd was fighting. The answer is abnormal.
abnormal
[]
false
0
15,303.688223
2
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/20_00000050.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/866_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
15,312.625872
1
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/866_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/1288_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
19,062.599642
0
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/1288_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/837_01000144.mp4" ]
abnormal
No clear abnormal moment is visible in this scene. The answer is normal.
normal
[]
false
0
19,647.914959
3
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/837_01000144.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1595_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
4,248.256308
5
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1595_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1668_00000016.mp4" ]
abnormal
No suspicious behavior is shown yet in this clip. The answer is normal.
normal
[]
false
0
7,424.634243
4
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1668_00000016.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/954_normal.mp4" ]
normal
No clear abnormal moment is visible in this scene. The answer is normal.
normal
[]
false
0
6,678.786646
6
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/954_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1013_00010010.mp4" ]
abnormal
No clear abnormal moment is visible in this scene. The answer is normal.
normal
[]
false
0
6,247.759705
8
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1013_00010010.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/2027_00000101.mp4" ]
abnormal
No clear abnormal moment is visible in this scene. The answer is normal.
normal
[]
false
0
6,304.354449
7
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/2027_00000101.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1345_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
3,697.162181
9
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1345_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1621_00180021.mp4" ]
abnormal
The clip appears generally normal. The answer is normal.
normal
[]
false
0
4,686.577068
11
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1621_00180021.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1727_00000030.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,858.144914
10
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1727_00000030.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/732_00150020.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,055.155075
13
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/732_00150020.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/272_00000103.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
5,622.8709
12
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/272_00000103.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/922_00000124.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
6,061.008608
14
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/922_00000124.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/927_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
5,380.374568
15
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/927_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/849_00060036.mp4" ]
abnormal
No clear abnormal moment is visible in this scene. The answer is normal.
normal
[]
false
0
5,446.941757
16
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/849_00060036.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1132_00000041.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
5,493.897053
17
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1132_00000041.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/967_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
1,223.678556
20
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/967_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/735_normal.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
2,056.13
22
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/735_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/972_normal.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
3,349.410443
19
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/972_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1559_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
6,217.87892
21
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1559_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/2065_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
3,030.287763
24
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/2065_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/543_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
3,043.813956
23
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/543_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/739_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
1,014.946126
25
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/739_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/870_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
5,739.044938
27
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/870_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/60_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
5,772.458382
26
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/60_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/410_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
4,866.509147
28
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/410_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1731_00001516.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
12,581.720055
18
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1731_00001516.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/507_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
1,199.423876
29
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/507_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1397_after.mp4" ]
normal
No abnormal incident is shown at this time. The answer is normal.
normal
[]
false
0
5,644.344735
30
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1397_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1756_00000115.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
5,604.235195
31
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1756_00000115.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/827_after.mp4" ]
normal
No suspicious behavior is shown yet in this clip. The answer is normal.
normal
[]
false
0
5,623.308168
32
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/827_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/809_after.mp4" ]
normal
No clear suspicious activity is shown in this video. The answer is normal.
normal
[]
false
0
5,112.247127
33
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/809_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/5_00220027.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,848.287248
35
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/5_00220027.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/869_00000062.mp4" ]
abnormal
No clear abnormal moment is visible in this scene. The answer is normal.
normal
[]
false
0
6,627.611799
36
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/869_00000062.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/693_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
6,776.627688
34
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/693_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/612_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
6,178.773147
37
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/612_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1807_00000038.mp4" ]
abnormal
No clear abnormal moment is visible in this scene. The answer is normal.
normal
[]
false
0
978.895434
38
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1807_00000038.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1124_00000016.mp4" ]
abnormal
The video does not appear to show an obvious anomaly. The answer is normal.
normal
[]
false
0
5,662.21512
39
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1124_00000016.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1147_00000021.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,564.650121
42
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1147_00000021.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/286_00000410.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
5,611.907165
41
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/286_00000410.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/304_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
5,721.849511
40
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/304_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/681_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
3,910.575928
44
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/681_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/91_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
3,905.028558
45
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/91_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1679_after.mp4" ]
normal
No abnormal incident is shown happening in this clip. The answer is normal.
normal
[]
false
0
4,027.237659
43
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1679_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1594_after.mp4" ]
normal
No suspicious behavior is shown yet in this clip. The answer is normal.
normal
[]
false
0
3,959.261727
46
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1594_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/576_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
2,994.172724
48
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/576_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/302_normal.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
7,461.345286
49
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/302_normal.mp4", "nframes": 23, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/413_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
7,485.070243
50
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/413_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1767_after.mp4" ]
normal
No abnormal incident is shown happening in this clip. The answer is normal.
normal
[]
false
0
4,674.089715
51
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1767_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1099_00000113.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
7,731.240687
47
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1099_00000113.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/411_00110125.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
1,712.889472
54
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/411_00110125.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/295_00100210.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
1,686.100545
55
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/295_00100210.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/1082_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
6,268.532904
53
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/1082_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/1795_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
4,526.133057
57
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/1795_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/167_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
4,557.940215
56
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/167_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1845_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
6,471.858608
52
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1845_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1577_after.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
6,070.106176
61
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1577_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1892_00000231.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
6,996.452896
58
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1892_00000231.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1102_00000030.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
6,938.357181
59
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1102_00000030.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1501_00000025.mp4" ]
abnormal
No suspicious behavior is shown yet in this clip. The answer is normal.
normal
[]
false
0
6,920.187244
60
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1501_00000025.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1979_00180045.mp4" ]
abnormal
No clear abnormal moment is visible in this scene. The answer is normal.
normal
[]
false
0
5,306.727659
62
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1979_00180045.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1292_00000014.mp4" ]
abnormal
No clear suspicious activity is shown in this video. The answer is normal.
normal
[]
false
0
4,568.924255
64
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1292_00000014.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/143_00000130.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
4,575.83435
65
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/143_00000130.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/2027_after.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
4,631.095324
63
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/2027_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/712_after.mp4" ]
normal
The clip appears generally normal. The answer is normal.
normal
[]
false
0
1,027.222437
66
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/712_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1278_after.mp4" ]
normal
No suspicious behavior is shown yet in this clip. The answer is normal.
normal
[]
false
0
4,690.762843
67
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1278_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/520_00310202.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
4,637.96673
69
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/520_00310202.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1418_after.mp4" ]
normal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
4,740.137108
68
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1418_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/218_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
3,799.341106
70
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/218_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1584_00120019.mp4" ]
abnormal
No clear abnormal moment has appeared yet. The answer is normal.
normal
[]
false
0
5,905.317826
72
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1584_00120019.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1639_00510108.mp4" ]
abnormal
No suspicious behavior is shown yet in this clip. The answer is normal.
normal
[]
false
0
6,273.48815
73
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1639_00510108.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/312_00030025.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
6,380.457151
71
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/312_00030025.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/1663_normal.mp4" ]
normal
No clear abnormal moment is visible in this scene. The answer is normal.
normal
[]
false
0
6,362.503174
74
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/1663_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/519_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
4,027.378859
77
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/519_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/403_00540119.mp4" ]
abnormal
The video does not appear to show an obvious anomaly. The answer is normal.
normal
[]
false
0
4,007.67248
78
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/403_00540119.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/2059_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
4,154.809367
76
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/2059_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/697_normal.mp4" ]
normal
No clear suspicious activity is shown in this video. The answer is normal.
normal
[]
false
0
4,630.276101
75
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/697_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/523_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
1,101.491559
82
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/523_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1288_00320131.mp4" ]
abnormal
The passengers on the bus were fighting. The answer is abnormal.
abnormal
[]
false
0
5,710.8927
79
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1288_00320131.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1688_00110055.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
5,729.233935
81
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1688_00110055.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1253_00020124.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
6,047.670522
80
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1253_00020124.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/222_00230124.mp4" ]
abnormal
No abnormal incident is shown happening in this clip. The answer is normal.
normal
[]
false
0
4,847.996283
83
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/222_00230124.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/480_00250050.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
1,889.90608
84
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/480_00250050.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/234_00330144.mp4" ]
abnormal
No suspicious behavior is shown yet in this clip. The answer is normal.
normal
[]
false
0
1,794.743597
85
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/234_00330144.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/1783_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
6,603.616148
87
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/1783_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/786_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
5,403.989883
89
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/786_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/340_04500550.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
5,469.849379
88
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/340_04500550.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/422_01400332.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
7,243.995646
86
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/422_01400332.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/585_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
1,258.718246
90
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/585_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/810_after.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
3,557.687741
91
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/810_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/973_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
3,494.043407
92
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/973_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/707_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
3,256.272255
93
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/707_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/267_00100156.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
2,649.183218
94
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/267_00100156.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/791_00040016.mp4" ]
abnormal
No suspicious behavior is shown occurring in this clip. The answer is normal.
normal
[]
false
0
5,152.390088
97
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/791_00040016.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/after_incident/498_after.mp4" ]
normal
No suspicious behavior is shown taking place on-screen. The answer is normal.
normal
[]
false
0
5,192.292355
95
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/after_incident/498_after.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/616_normal.mp4" ]
normal
No abnormal incident is shown happening in this clip. The answer is normal.
normal
[]
false
0
5,253.867645
96
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/616_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/normal_video/1688_normal.mp4" ]
normal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
5,258.956057
98
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/normal_video/1688_normal.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
Are any anomalies directly occurring in this clip? If yes, identify them briefly. <video>
[ "ecva/abnormal_video/1074_00330040.mp4" ]
abnormal
No abnormal incident is shown happening on-screen. The answer is normal.
normal
[]
false
0
5,183.552402
102
[ { "role": "user", "content": [ { "type": "text", "text": "Are any anomalies directly occurring in this clip? If yes, identify them briefly. \n\n\n", "video_url": null }, { "type": "video_url", "text": null, "video_url": { "url": "file:///hub_data3/seohyun/ecva/abnormal_video/1074_00330040.mp4", "nframes": 36, "total_pixels": 402144 } }, { "type": "text", "text": "\n", "video_url": null } ] } ]
null
End of preview. Expand in Data Studio

/hub_data4/seohyun/saves/ecva_instruct_1223/full/sft/checkpoint-450/ · happy8825/valid_ecva_clean results

  • Model: /hub_data4/seohyun/saves/ecva_instruct_1223/full/sft/checkpoint-450/
  • Dataset: happy8825/valid_ecva_clean
  • Generated: 2025-12-24 03:42:34Z

Metrics

Metric Value
Total samples 924
With GT 0
Parsed answers 0
Top-1 accuracy 0
Recall@5 0
MRR 0

The uploaded JSON contains full per-sample predictions produced via t3_infer_with_vllm.bash.

EVQA/ECVA Metrics

Metric Value
EVQA total 924
EVQA with GT label 924
EVQA accuracy 0.520563

Run Summary

Saved 924 results to /home/seohyun/vid_understanding/video_retrieval/video_retrieval/output_ecva/best_eval.json
Metrics: {
  "total": 924,
  "with_gt": 0,
  "with_parsed_answer": 0,
  "top1_acc": 0.0,
  "recall_at_5": 0.0,
  "mrr": 0.0,
  "num_shards": 1,
  "shard_index": 0,
  "evqa_total": 924,
  "evqa_with_gt_label": 924,
  "evqa_acc": 0.5205627705627706
}
Pushed best_eval.jsonl and README to https://huggingface.co/datasets/happy8825/best_eval
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