Hugging Face's logo

OpenMatch
/
dpr_bert-base_msmarco_qry-psg-encoder

Feature Extraction
Transformers
PyTorch
bert
Model card Files
xet
Community
1
SunSiShining commited on
Commit
349a655
·
1 Parent(s): 9c5e5a3

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +17 -17
README.md CHANGED
@@ -11,23 +11,23 @@ This model is DPR trained on MS MARCO. The training details and evaluation resul
11
  |BERI Dataset|NDCG@10|
12
  |:----|:----|
13
  |TREC-COVID|58.8|
14
- |NFCorpus|0.234|
15
- |FiQA|0.206|
16
- |ArguAna|0.394|
17
- |Touché-2020|0.223|
18
- |Quora|0.780|
19
- |SCIDOCS|0.119|
20
- |SciFact|0.494|
21
- |NQ|0.439|
22
- |HotpotQA|0.453|
23
- |Signal-1M|0.202|
24
- |TREC-NEWS|0.318|
25
- |DBPedia-entity|0.287|
26
- |Fever|0.650|
27
- |Climate-Fever|0.149|
28
- |BioASQ|0.241|
29
- |Robust04|0.323|
30
- |CQADupStack|0.283|
31
 
32
 
33
  The implementation is the same as our EMNLP 2022 paper ["Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives"](https://arxiv.org/pdf/2210.17167.pdf). The associated GitHub repository is available at https://github.com/OpenMatch/ANCE-Tele.
 
11
  |BERI Dataset|NDCG@10|
12
  |:----|:----|
13
  |TREC-COVID|58.8|
14
+ |NFCorpus|23.4|
15
+ |FiQA|20.6|
16
+ |ArguAna|39.4|
17
+ |Touché-2020|22.3|
18
+ |Quora|78.0|
19
+ |SCIDOCS|11.9|
20
+ |SciFact|49.4|
21
+ |NQ|43.9|
22
+ |HotpotQA|45.3|
23
+ |Signal-1M|20.2|
24
+ |TREC-NEWS|31.8|
25
+ |DBPedia-entity|28.7|
26
+ |Fever|65.0|
27
+ |Climate-Fever|14.9|
28
+ |BioASQ|24.1|
29
+ |Robust04|32.3|
30
+ |CQADupStack|28.3|
31
 
32
 
33
  The implementation is the same as our EMNLP 2022 paper ["Reduce Catastrophic Forgetting of Dense Retrieval Training with Teleportation Negatives"](https://arxiv.org/pdf/2210.17167.pdf). The associated GitHub repository is available at https://github.com/OpenMatch/ANCE-Tele.