MMTEB
Collection
A collection of items telated the the MMTEB release • 133 items • Updated • 4
_id stringlengths 36 36 | text stringlengths 27 1.21k | title stringclasses 1
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cfcec1ed-eaa6-41a3-825f-db6fe85221f6 | Jehovah's Witnesses originated as a branch of the Bible Student movement, which originated in the United States in the 1870s among followers of Christian Restorationist minister Charles Taze Russell [2]. Jehovah's Witnesses were an outgrowth of the International Bible Students and their missionary work that began in Eu... | |
75ad83e6-d028-4aca-875f-96fd3593130c | A conurbation is a region that consists of a number of cities, large towns, and other urban areas that have merged through population growth and physical expansion to form one continuous urban or industrially developed area. It is usually a polycentric urbanized area, which has transportation and in which the merging o... | |
705dc715-b682-41d6-9eae-0fb237ff5b14 | It was also shown at the San Diego Comic-Con International on July 22, 2010 [1] | |
faaf7357-51f8-4c25-8c9d-7068fc097c22 | Bonanza was filmed at the Bonanza Creek Movie Ranch in New Mexico [2, 4]. | |
e396d6d9-c8e9-495d-b9c3-9c3983334b0c | The first unmanned spaceflight was the Soviet Union's Sputnik 1, launched on October 4, 1957, as mentioned in [4]. | |
dc77bb91-94ce-4aaf-a3ef-07b57baa5b0a | Based on the given contexts, it is possible for a septic tank to explode if there is an ignition source that causes the methane and hydrogen sulfide in the sewer gas to ignite [1]. Methane and hydrogen sulfide are highly flammable and potentially explosive substances that can be found in sewer gas, which can be ignited... | |
ab6726ee-8828-4714-9409-2d80cee83483 | The headquarters of NBC is located in 30 Rockefeller Plaza in New York City [3]. | |
bd871cf2-0dd4-4a8c-9b03-15d27f78b10c | Based on the given contexts, Gwen Poole is part of a team in "The Unbelievable Gwenpool". [1] | |
2d9ce308-55a5-4fc3-b41b-9b1494cb491f | Socrates was born in Alopeke, belonging to the tribe Antiochis. [1] | |
ad58f84f-10b9-464d-b518-e1b70c8a051e | NASA stands for National Aeronautics and Space Administration. [1] | |
ed509e0f-c09f-4e2f-98ec-9469c08a5979 | The headquarters of the British Admiralty is located in Admiralty House in Mount Pearl, Newfoundland [1]. There is also a large Admiralty building, which has been used by the Foreign and Commonwealth Office from the 1960s to 2016, but it is uncertain whether it served as the headquarters [2]. | |
0131ac21-5fdf-483d-913d-2f87bf21fc7e | The current French tank is the Leclerc tank [1]. | |
c9ba8c04-6c0d-41d1-8a86-c2ea3bfc74fc | The first modern cruise ship was the "Sovereign of the Seas" which launched in 1988 [1]. However, the first purpose-built cruise ship was "Prinzessin Victoria Luise" which was completed in 1900 [2][3] | |
177e1949-5960-4d1f-a610-1f48b5f10d2c | Yes, the death penalty is legal in China. It is primarily enforced for murder and drug trafficking, with executions carried out by lethal injection or gunshots. The death penalty receives overwhelming public support in China and remains popular in many other countries in Asia. (Contexts [1], | |
fa1e9b6b-89cb-4234-9e06-523dbc3d1cbc | Yes, autism can affect interpersonal skills. Children with autism spectrum disorders have been found to have a preference for routine actions, resistance to change, obsession with particular interests or rituals, and a lack of social skills. They are more likely to be close friends of one person rather than having grou... | |
84a06ad6-9776-413f-b4bc-0c15b951ac30 | The oldest car race in the world is the Targa Florio, created in 1906 by Vincenzo Florio [3]. However, Turismo Carretera, a popular touring car racing series in Argentina, is the oldest car racing series still active in the world, which started in 1937 [4]. | |
a55ecae2-57c8-409e-bedd-612316aacf32 | F.C.S. Schiller practiced philosophy that was very similar to pragmatism, which he referred to as "humanism." He strongly opposed both logical positivism and absolute idealism. Schiller's philosophy was aligned with the pragmatism of William James, and he saw himself as a scientific thinker. He also developed a method ... | |
59468da0-e9b1-4d15-a281-00e4d016bd68 | The name Canada comes from the Saint-Lawrence Iroquoian word "kanata", meaning "village" or "settlement". This word was used by the indigenous inhabitants of the Quebec City region to direct Jacques Cartier to the village of Stadacona in the 16th century. Cartier later used the word "Canada" to refer not only to that p... | |
9896a99a-aff2-41b5-a3a3-ac9742ebd46f | The Commonwealth of Nations was formed in 1949 with the signing of the London Declaration, which marked the birth of the modern Commonwealth and the adoption of its present name. [1] The formation of the Commonwealth of Nations is traced back to the Statute of Westminster of 1931, an Act of the British Parliament which... | |
33e1ad19-340a-4558-b724-ab8d388edc16 | Augustus died in AD 14 at the age of 75, probably from natural causes. [2] | |
3cc06494-b1f0-48ac-9489-4553f34f7082 | The Commonwealth of Nations is a political association of 53 member states, most of which were once territories of the British Empire. It was created as the "British Commonwealth" through the Balfour Declaration in 1926 and formalized by the United Kingdom through the Statute of Westminster in 1931. The modern Commonwe... | |
8392d07a-217f-4122-9a07-e7ed0369c13f | Octavia E. Butler's first novel was "Patternmaster" [2]. It was published in 1976 and was the first book in the Patternist series [2]. | |
1362e13e-1dc9-4eec-bb00-0402819b48f0 | The HEB supermarket was founded on November 26, 1905 [1]. | |
b83747c8-50a6-4460-84b2-6e722c2f6c0d | Cho Namchul was born on November 30, 1923. [1] | |
7fc93f4d-ab84-41ac-93d2-835db0a907de | Bibimbap is a Korean rice dish that includes warm white rice topped with sautéed and seasoned vegetables (namul), chili pepper paste (gochujang), soy sauce, fermented soybean paste (doenjang), a raw or fried egg, and sliced beef or other substitutes such as chicken or seafood. The vegetables commonly used in bibimbap i... | |
eb56e644-db63-482c-9b17-f756b3a619d7 | Before the Bronze Age, there was the Copper Age followed by the Neolithic Age. [1][2] The Copper Age saw the use of copper for tools and the development of the saw. [1] The Neolithic Age, on the other hand, was characterized by the use of stone tools. [2] | |
014b6ddc-2df6-4bd4-b2df-1d4331f2b9b3 | Emma was first published in December 1815 [2]. | |
533ea0f3-34f3-47ad-bcc1-17b9935526ef | The voting day is on a Tuesday because it was chosen by Congress in 1845 as the earliest day that was practical for polling. It allowed voters to worship on Sunday, travel to the county seat on Monday, and vote on Tuesday, all before market day, Wednesday. [2][3][5] Initially, Congress set the day for choosing presiden... | |
2cef4c57-66a1-4bb5-b477-148d0c198dfb | The Slavija Square is located in Belgrade, at the intersection of Kralja Milana, Beogradska, Makenzijeva, Svetosavska, Bulevar oslobođenja, Deligradska and Nemanjina streets. [1] | |
2f54a4d2-358e-4f1f-bbfa-67ed781cf2c3 | The Cosby Show aired for eight seasons on NBC from September 20, 1984, until April 30, 1992, with 201 episodes and an outtakes special produced and aired. [4][5] It spent five consecutive seasons as the number one rated show on television, from 1985 to 1989. [1][3] | |
ec74eb07-f2b6-4e63-b327-0bbbb999c05c | The population of NYC was estimated to be 8,491,079 people living in the city, according to U.S. Census estimates in 2014 [3]. Its population density is 26,403 people per square mile (10,194/km²), making it the densest of any American municipality with a population above 100,000. Moreover, Manhattan's population densit... | |
cc59b35f-f598-4f96-9ebf-8a76677db1dc | Tuscany is a region in central Italy, with Florence as its regional capital. It is located in northwestern central Italy, bordered by the Papal States to the south, the Ligurian Sea to the west, and Lombardy to the north. [1,2,4] | |
38ca280b-65d5-4b1d-9c60-3c75e11a4cdf | Jacques de Molay was probably born in Molay, Haute-Saône, in the County of Burgundy, modern-day Franche-Comté, northeastern France [1]. | |
8e4b0108-a1b9-425f-8fa0-9418270fb4e8 | The melting point of Silicon is 1414°C [1][2][3][4] | |
7f7afcf8-de80-4cc1-a824-bcf6f155cba8 | The winner of the 2017 Mexico City ePrix was Lucas di Grassi who drove for Audi Sport ABT. [1] | |
8b88debb-7a64-4596-b2d4-5c427cdbe104 | Based on the given context, the estimated population of Massachusetts in 2017 was 6.833 million [1]. | |
9d0bc42c-0703-43e8-bb0f-bfa1ba9f4a97 | The first Nobel prize winner for economics was Jan Tinbergen and Ragnar Frisch, who were awarded the prize in 1969 for developing and applying dynamic models for the analysis of economic processes. [2, 4, 5] | |
fb155bd8-9215-4547-a83b-6967104bdba2 | Yes, Warsaw has been in war. Warsaw was heavily affected by World War II, which led to the destruction of 80-90% of its buildings and an immense part of its cultural heritage, resulting in severe damage to the city's historic collections [1, 7]. Additionally, Warsaw was kept under ceaseless barrage by Nazi artillery an... | |
25f582f3-fd72-4bbc-9271-22e56064de3e | The fields of study focused on human behavior are Human behavior genetics, Cultural neuroscience, Comparative psychology, and Psychology. [1][2][3][4] | |
7f044dd0-f376-443d-9611-4e92566e8885 | The West Memphis Three were tried and convicted in West Memphis, Arkansas. [1][2][3] | |
8c6b01c8-f75e-4136-a025-b6a96c4ab2a8 | The state of South Carolina seceded from the Union on December 20, 1860. [1][3][4][5][6][10] | |
cec0da2c-0026-45f8-ae35-ebf6083f4dad | SIGINT stands for "Signals intelligence" [3]. | |
2a990e7f-8d4c-4593-9c8c-c3baf137055f | Andrew Lloyd Webber wrote Cats in 1981 [1]. | |
a8699548-1058-4235-86cd-4becdbfca8f6 | Karl Marx and Friedrich Engels wrote "The Communist Manifesto" in 1848, which expressed what they termed "scientific socialism" [2]. However, in their writings, Marx and Engels raised the question of whether Russia could progress to socialism directly or whether it must first go through the same process of capitalist d... | |
09491e65-186f-4e4e-bfb4-a6fa33e64ccf | The first public school opened in the U.S. was Boston Latin School, founded in 1635 [2]. | |
4e52e420-b5a7-4ecf-a88f-cc441839b3e9 | The real name of Captain Cold is Leonard Snart. [1] | |
923e69dc-2d82-4307-a407-b51a94e87fb6 | Polycyclic aromatic hydrocarbons (PAHs) are found in atmospheric aerosols, and in oil, coal, and tar deposits. They are also produced as byproducts of fuel burning, whether fossil fuel or biomass. PAHs are found in cooked foods such as meat that is cooked at high temperatures such as grilling or barbecuing, and in smok... | |
35d65beb-7912-4589-8434-69a3cd7ba5b2 | The oldest pyramid in the world is the Pyramid of Djoser which was built between 2630-2610 BC during the Third Dynasty [2]. Even though Watson Brake, an archaeological site in Louisiana, is considered the oldest earthwork mound complex in North America and is older than the Egyptian pyramids and Stonehenge, it is not c... | |
c511cb13-606c-46e6-8186-a04cf60abe24 | No, Abi Branning is not a regular character on EastEnders as she was killed off in January 2018 after falling from the roof of The Queen Victoria pub [2]. However, she did make a few guest appearances in 2018, with one being in July and another being over the Christmas period [1]. | |
d46abd3b-87aa-4e7e-9f85-9eff5446f9ba | The area of Bengal is 232,752 km, including West Bengal and Bangladesh. [1] | |
6f28c1c4-5496-4386-a462-571b3e09686d | Based on the given contexts, asbestos is made of long fibres that are mixed with other materials like cement or clay to make various products such as fibre-cement objects and comb ceramic ware. [1][2] | |
59114fba-feb3-475e-832c-1bf2c8d07b54 | Yes, hemp contains THC, but in very low concentrations. Industrial hemp, which is legally grown and sold, contains only minute amounts of THC, typically below 0.3% on a dry-weight basis [2, 3, 5, 6, 7]. Even in high-THC varieties of hemp, such as drug-type hemp, the THC content of the essential oil does not exceed 0.08... | |
0b6dcd29-113a-4940-8e26-841f23b419d3 | The population of Tanzania is 55.57 million people according to [1] | |
9bcaf144-da89-434b-bf70-cf8858ae5baa | According to the given contexts, Mongolia is divided into 21 provinces (aimags) [1, 2, 5, 6]. Each province is further divided into several districts, with a total of 331 districts in Mongolia [3]. Dornogovi is one of the 21 provinces of Mongolia, located in the southeast and bordering China's Inner Mongolia region [4]... | |
f9ec4bd5-9b82-4bcf-8742-63ad7635f30d | Sperm donation can be safe under certain regulations enforced by local legislation, which are primarily intended to protect the unborn child and may also provide a compromise between conflicting views surrounding sperm banks operations. However, legislation cannot prevent sperm banks or donors from supplying or donatin... | |
97f7da6c-ca92-4a1b-9797-7d92abd9deba | Based on the given context, 37 men were killed during The Battle of Kyongju by the US 3rd Battalion, 19th Infantry [1]. | |
dd5b208f-57cb-4666-8add-e6e476b9373a | Gona Barracks was built during the 1960s. [1] | |
a8041ea3-e274-4131-83c8-d02d9d87579e | The DreamHack Open Cluj-Napoca 2015 was held at Sala Polivalentă in Cluj-Napoca, Romania. [1] | |
361578f0-f406-4b01-9a18-7650563df9c2 | Tylenol was introduced in 1955 by McNeil Laboratories [1]. | |
4fc928fc-72c1-4a24-aee6-d496b0d7c37f | Frontier Martial-Arts Wrestling was established on July 28, 1989 [1]. | |
4f78e660-448c-4f47-a8bf-0147f1108ce6 | According to the given contexts, the most used language in Europe can be determined based on two different measurements. The first context mentions that Slavic languages are the most spoken by the number of native speakers in Central, Eastern, and Southeastern Europe. In the second context, based on the number of daily... | |
f8ef9341-5ede-4740-8d61-9e6a5c80c70b | Yes, other animals have different blood types like humans. For example, cats have 3 known blood types, cattle have 11, dogs have 12, pigs have 16, horses have 34, and horses have eight major recognized blood groups [1][2] . Even chimpanzees, baboons, and macaques have their own blood group systems [3]. However, in many... | |
3b232b3b-acf3-4d18-841a-916ae88b792a | The traditional understanding has been that Judaism came before Christianity and that Christianity separated from Judaism some time after the destruction of the Second Temple in 70 CE. However, some scholars have proposed a model that envisions a twin birth of Christianity and Judaism rather than a separation of the fo... | |
48e0f236-cc6b-4a27-bd64-8cd48d159317 | Aboriginal culture is thousands of years old, with evidence of Aboriginal art in Australia that can be traced back at least 30,000 years. [1] The tradition of Aboriginal art includes rock art and bark painting, and examples of ancient Aboriginal rock artworks can be found throughout the continent, including national pa... | |
bb0fc83c-81f3-42d2-b56f-aca1abcf95d1 | Arabic numerals were adopted in Europe in the 12th century. [1] | |
3135899a-7010-411b-ae06-5629da0578f9 | The Bolshoi Ballet was formed in 1776 [1]. | |
2bb75610-c61c-4ce1-ab75-7b531b27b2db | The original development team of Recaptcha consisted of Luis von Ahn, David Abraham, Manuel Blum, Michael Crawford, Ben Maurer, Colin McMillen, and Edison Tan from Carnegie Mellon University [1]. However, the program was originated and co-created by Guatemalan computer scientist Luis von Ahn who also realized the impor... | |
ad828dc2-28e5-4032-b480-279ce78d7e56 | The Cincinnati Bengals are 51 years old overall and have been playing in the National Football League for 49 seasons [1]. | |
2e511bb3-b45e-4f75-b6fc-18bb0afc8509 | The Commonwealth of Independent States (CIS) was formed on December 8, 1991 [1]. | |
2bb80abd-58f5-4e01-8b00-1b8dfe016c81 | The first Gameboy was released by Nintendo in 1989. [1] | |
5b41d42b-31ce-4eb0-b36b-82e24c879e08 | The TT Pro League has ten teams competing in it. [1][2][3][4][5] | |
d3184d43-4eb8-40f4-925d-4f96f12879e7 | The capital of Angola is Luanda [1, 2, 5, 6, 7, 8]. | |
84329553-7057-40a5-b0fc-b5e17f8e077d | Drake Hogestyn was born on September 29, 1953 and therefore is currently (as of 2021) 68 years old. [1] | |
10e140d2-54ac-4f36-8882-87e3c25b9635 | The U.S. National Debt is currently $21.1 trillion as of May 2018 [1]. It is defined as the total amount of money owed by the federal government; this includes money borrowed by the government through bond sales to individuals, corporations, and foreign governments. As of 2017, the U.S. National Debt, measured by "debt... | |
b3ce975c-b688-4d4c-b17b-195e67d26722 | The Ronettes broke up in early 1967 [2]. | |
2244cda6-2bc7-406f-abad-9a8615387364 | Yes, Armenia was a part of the Soviet Union, from 1920 until the official proclamation of its independence on September 21, 1991 [1, 2, 3, 5, 7, 8]. Armenia was initially included in the Transcaucasian Soviet Federated Socialist Republic and was later established as a Soviet Socialist Republic [1, 2, 3, 7, 8]. Armenia ... | |
5c504a6d-9ce5-44a5-b407-9790aaf07a93 | The first identification of blood types was done by an Austrian Physician named Karl Landsteiner, in 1900, at the Pathological-Anatomical Institute of the University of Vienna (now Medical University of Vienna) [1]. | |
a4753a04-877f-48a5-aabe-3d75f60c8f81 | The width of the Solar System's habitable zone is greatly dependent on various factors such as the greenhouse gases present, the presence of hydrogen produced by volcanic outgassing, and the type of star system it belongs to. If prodigious volcanic outgassing of hydrogen is included along with carbon dioxide and water ... | |
3bcf18bf-435a-4381-b01d-988da858af8b | Emma Pillsbury Schuester first appeared on Glee in the pilot episode, which was first broadcast on May 19, 2009. [1] | |
f617035b-f1fa-443a-ba3f-66912accc6df | An Umayyad caliph refers to the leader of the Arab empire during the Umayyad caliphate, which was the second of the four major caliphates established after the death of Prophet Muhammad. The Umayyad dynasty, hailing from Mecca, established dynastic, hereditary rule in 661 with Muawiyah I, governor of Syria, becoming th... | |
2357cead-8b5e-4419-9f23-fd3a0f5192c7 | Walter William Law was born on November 13, 1837 [1][2] | |
d7e82562-cf56-4d66-abb9-86c37b2926bf | The female pirate who controlled China's waters was Ching Shih [2]. She once commanded over 300 traditional Chinese sailing ships (junks) that were manned by 20,000 to 40,000 pirates, including men, women and children [2]. | |
13b38062-d8d4-42e8-821f-5cac3d479501 | During the Golden Age of Comic Books, many well-known characters were introduced including Superman, Batman, Captain Marvel (later known as SHAZAM!), Captain America, Wonder Woman, Black Pirate, Fireball, Red Raven, Fighting Yank, and Silver Scorpion. [1-10]. | |
316a44fd-c605-4e3e-ac70-b71c1813a133 | Wilton Norman Chamberlain died on October 12, 1999 [1]. | |
4aedf212-ee55-476e-a63d-7d9bbddb08eb | Jayma Mays was cast as Emma Pillsbury Schuester in the pilot episode of "Glee", which was first broadcast on May 19, 2009. [1] | |
02b0c5fc-4b5e-426e-9057-12ff8853b9b6 | Rubén Darío was born in 1867 [2]. | |
64d878e0-aa44-4db6-abf5-17e7a842547a | Georgios Papadopoulos was born in Elaiohori, a small village in the Prefecture of Achaea in Peloponnese. [1] | |
89509f7d-c579-441b-aea6-9c03b38c5828 | Bengt I. Samuelsson and colleagues first discovered 5("S")-HETE. [1] | |
66d919d5-3342-4d2f-a601-c30d6bfa1595 | Syracuse was founded by Greek colonists in 734 or 733 BC. [1][2] | |
ce6da9ce-604e-4392-8b13-8877ff862f73 | Based on the given contexts, the most watched news network is Fox News [1]. Fox News has been the highest-ranked network on US cable television multiple times, including during the week of April 15 to 21, 2013, when it was propelled by its coverage of the Boston Marathon bombing [1]. | |
04b3bafb-49d3-438c-ba0d-09e50e6bfbf3 | Fire ants live in a variety of habitats, including open areas, wetlands, coastal dune remnants, deserts, forests, grasslands, natural forests, oak woodland, mesic forest, leaf-litter, beach margins, shrublands, alongside rail and roads, and in urban areas. They are found in Argentina, Brazil, Paraguay, Uruguay, North A... | |
1cc1d6ee-7088-4baf-aed9-e29093d0eb78 | Iain Norman Macleod died suddenly only a month after being appointed Chancellor of the Exchequer in Edward Heath's government in June 1970. [3] | |
fb2274c5-ce0a-442b-887f-0b2027eec557 | Louise-Marie-Madeleine Guillaume de Fontaine was born on 28 October 1706. This information is mentioned in both contexts 1 and 2. [1] | |
e8554d56-d1c4-4322-b15c-3ed8be65d8a5 | Cherry Springs State Park became a state park in 1932 when the land where the hotel was located was purchased by the state. However, it was officially named "Cherry Springs State Park" on the 1941 Pennsylvania Department of Highways official map of Potter County [1][2] | |
58f9d5e4-fee0-4da8-b8f0-01a742acc1c8 | The casualty statistics for World War I vary, but estimates of total deaths range from 9 million to over 15 million. Military casualties reported in official sources list deaths due to all causes, including an estimated 7 to 8 million combat-related deaths [1]. It is not possible to determine an exact number of casualt... | |
9b184f68-ef4e-44ad-a676-a77294a7c171 | They landed on Sword Beach near La Breche d'Hermanville, in Normandy on D-Day [1]. | |
d0c44387-05ae-4a63-93f3-77d4fab51a88 | The activity theory was created by Robert J. Havighurst in 1961 [1]. | |
fc51b0d9-d8ac-49e1-9e61-44a62e47549e | Yes, Carthage really had elephants in their army [1][2][5][6][7]. They used North African elephants, which were now extinct and probably a subspecies of the African forest elephant, and Indian elephants as shock troops. An army could field up to several hundred of these animals, but on most reported occasions, fewer th... | |
c5201012-0b22-43f4-9455-3971d5a15c8b | According to the given contexts, Dragoon can mean multiple things. 1. In a fictional context, Dragoon is the last of the Dragon Knights, an elite group of spear-carrying warriors who attack by jumping high in the air and coming down on their opponents. [1] 2. In a historical context, Dragoon is occasionally used as a v... | |
ad58fc9b-926b-4612-9e04-5b672c26b372 | Yes, the Dan Le Batard Show still airs. Le Batard hosts a daily radio show with Jon "Stugotz" Weiner that originates from WAXY in Miami and is carried nationally on ESPN Radio. [1] |
HAGRID (Human-in-the-loop Attributable Generative Retrieval for Information-seeking Dataset)is a dataset for generative information-seeking scenarios. It consists of queriesalong with a set of manually labelled relevant passages
| Task category | t2t |
| Domains | Encyclopaedic, Written |
| Reference | https://github.com/project-miracl/hagrid |
You can evaluate an embedding model on this dataset using the following code:
import mteb
task = mteb.get_tasks(["HagridRetrieval"])
evaluator = mteb.MTEB(task)
model = mteb.get_model(YOUR_MODEL)
evaluator.run(model)
To learn more about how to run models on mteb task check out the GitHub repitory.
If you use this dataset, please cite the dataset as well as mteb, as this dataset likely includes additional processing as a part of the MMTEB Contribution.
@article{hagrid,
author = {Ehsan Kamalloo and Aref Jafari and Xinyu Zhang and Nandan Thakur and Jimmy Lin},
journal = {arXiv:2307.16883},
title = {{HAGRID}: A Human-LLM Collaborative Dataset for Generative Information-Seeking with Attribution},
year = {2023},
}
@article{enevoldsen2025mmtebmassivemultilingualtext,
title={MMTEB: Massive Multilingual Text Embedding Benchmark},
author={Kenneth Enevoldsen and Isaac Chung and Imene Kerboua and Márton Kardos and Ashwin Mathur and David Stap and Jay Gala and Wissam Siblini and Dominik Krzemiński and Genta Indra Winata and Saba Sturua and Saiteja Utpala and Mathieu Ciancone and Marion Schaeffer and Gabriel Sequeira and Diganta Misra and Shreeya Dhakal and Jonathan Rystrøm and Roman Solomatin and Ömer Çağatan and Akash Kundu and Martin Bernstorff and Shitao Xiao and Akshita Sukhlecha and Bhavish Pahwa and Rafał Poświata and Kranthi Kiran GV and Shawon Ashraf and Daniel Auras and Björn Plüster and Jan Philipp Harries and Loïc Magne and Isabelle Mohr and Mariya Hendriksen and Dawei Zhu and Hippolyte Gisserot-Boukhlef and Tom Aarsen and Jan Kostkan and Konrad Wojtasik and Taemin Lee and Marek Šuppa and Crystina Zhang and Roberta Rocca and Mohammed Hamdy and Andrianos Michail and John Yang and Manuel Faysse and Aleksei Vatolin and Nandan Thakur and Manan Dey and Dipam Vasani and Pranjal Chitale and Simone Tedeschi and Nguyen Tai and Artem Snegirev and Michael Günther and Mengzhou Xia and Weijia Shi and Xing Han Lù and Jordan Clive and Gayatri Krishnakumar and Anna Maksimova and Silvan Wehrli and Maria Tikhonova and Henil Panchal and Aleksandr Abramov and Malte Ostendorff and Zheng Liu and Simon Clematide and Lester James Miranda and Alena Fenogenova and Guangyu Song and Ruqiya Bin Safi and Wen-Ding Li and Alessia Borghini and Federico Cassano and Hongjin Su and Jimmy Lin and Howard Yen and Lasse Hansen and Sara Hooker and Chenghao Xiao and Vaibhav Adlakha and Orion Weller and Siva Reddy and Niklas Muennighoff},
publisher = {arXiv},
journal={arXiv preprint arXiv:2502.13595},
year={2025},
url={https://arxiv.org/abs/2502.13595},
doi = {10.48550/arXiv.2502.13595},
}
@article{muennighoff2022mteb,
author = {Muennighoff, Niklas and Tazi, Nouamane and Magne, Lo{\"\i}c and Reimers, Nils},
title = {MTEB: Massive Text Embedding Benchmark},
publisher = {arXiv},
journal={arXiv preprint arXiv:2210.07316},
year = {2022}
url = {https://arxiv.org/abs/2210.07316},
doi = {10.48550/ARXIV.2210.07316},
}
The following code contains the descriptive statistics from the task. These can also be obtained using:
import mteb
task = mteb.get_task("HagridRetrieval")
desc_stats = task.metadata.descriptive_stats
{
"dev": {
"num_samples": 992,
"number_of_characters": 133142,
"num_documents": 496,
"min_document_length": 27,
"average_document_length": 228.36693548387098,
"max_document_length": 1205,
"unique_documents": 496,
"num_queries": 496,
"min_query_length": 16,
"average_query_length": 40.064516129032256,
"max_query_length": 122,
"unique_queries": 496,
"none_queries": 0,
"num_relevant_docs": 496,
"min_relevant_docs_per_query": 1,
"average_relevant_docs_per_query": 1.0,
"max_relevant_docs_per_query": 1,
"unique_relevant_docs": 496,
"num_instructions": null,
"min_instruction_length": null,
"average_instruction_length": null,
"max_instruction_length": null,
"unique_instructions": null,
"num_top_ranked": null,
"min_top_ranked_per_query": null,
"average_top_ranked_per_query": null,
"max_top_ranked_per_query": null
}
}
This dataset card was automatically generated using MTEB