Model: din0s/mpnet-base-nq-prompts-constant-lr
Author: din0s
Pipeline: sentence-similarity
Library: sentence-transformers
Tags: sentence-transformers, safetensors, mpnet, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100231, loss:CachedMultipleNegativesRankingLoss, en, dataset:sentence-transformers/natural-questions, arxiv:1908.10084, arxiv:2101.06983, base_model:microsoft/mpnet-base, base_model:finetune:microsoft/mpnet-base, license:apache-2.0, model-index, endpoints_compatible, region:us
Base models (finetune): id: microsoft/mpnet-base
Card metadata: language: en
license: apache-2.0
tags: sentence-transformers, sentence-similarity, feature-extraction, generated_from_trainer, dataset_size:100231, loss:CachedMultipleNegativesRankingLoss
base_model: microsoft/mpnet-base
widget: source_sentence: query: who ordered the charge of the light brigade
sentences: document: Charge of the Light Brigade The Charge of the Light Brigade was a charge of British light cavalry led by Lord Cardigan against Russian forces during the Battle of Balaclava on 25 October 1854 in the Crimean War. Lord Raglan, overall commander of the British forces, had intended to send the Light Brigade to prevent the Russians from removing captured guns from overrun Turkish positions, a task well-suited to light cavalry., document: UNICEF The United Nations International Children's Emergency Fund was created by the United Nations General Assembly on 11 December 1946, to provide emergency food and healthcare to children in countries that had been devastated by World War II. The Polish physician Ludwik Rajchman is widely regarded as the founder of UNICEF and served as its first chairman from 1946. On Rajchman's suggestion, the American Maurice Pate was appointed its first executive director, serving from 1947 until his death in 1965.[5][6] In 1950, UNICEF's mandate was extended to address the long-term needs of children and women in developing countries everywhere. In 1953 it became a permanent part of the United Nations System, and the words "international" and "emergency" were dropped from the organization's name, making it simply the United Nations Children's Fund, retaining the original acronym, "UNICEF".[3], document: Marcus Jordan Marcus James Jordan (born December 24, 1990) is an American former college basketball player who played for the UCF Knights men's basketball team of Conference USA.[1] He is the son of retired Hall of Fame basketball player Michael Jordan., source_sentence: query: what part of the cow is the rib roast
sentences: document: Standing rib roast A standing rib roast, also known as prime rib, is a cut of beef from the primal rib, one of the nine primal cuts of beef. While the entire rib section comprises ribs six through 12, a standing rib roast may contain anywhere from two to seven ribs., document: Blaine Anderson Kurt begins to mend their relationship in "Thanksgiving", just before New Directions loses at Sectionals to the Warblers, and they spend Christmas together in New York City.[29][30] Though he and Kurt continue to be on good terms, Blaine finds himself developing a crush on his best friend, Sam, which he knows will come to nothing as he knows Sam is not gay; the two of them team up to find evidence that the Warblers cheated at Sectionals, which means New Directions will be competing at Regionals. He ends up going to the Sadie Hawkins dance with Tina Cohen-Chang (Jenna Ushkowitz), who has developed a crush on him, but as friends only.[31] When Kurt comes to Lima for the wedding of glee club director Will (Matthew Morrison) and Emma (Jayma Mays)—which Emma flees—he and Blaine make out beforehand, and sleep together afterward, though they do not resume a permanent relationship.[32], document: Soviet Union The Soviet Union (Russian: Сове́тский Сою́з, tr. Sovétsky Soyúz, IPA: [sɐˈvʲɛt͡skʲɪj sɐˈjus] ( listen)), officially the Union of Soviet Socialist Republics (Russian: Сою́з Сове́тских Социалисти́ческих Респу́блик, tr. Soyúz Sovétskikh Sotsialistícheskikh Respúblik, IPA: [sɐˈjus sɐˈvʲɛtskʲɪx sətsɨəlʲɪsˈtʲitɕɪskʲɪx rʲɪˈspublʲɪk] ( listen)), abbreviated as the USSR (Russian: СССР, tr. SSSR), was a socialist state in Eurasia that existed from 1922 to 1991. Nominally a union of multiple national Soviet republics,[a] its government and economy were highly centralized. The country was a one-party state, governed by the Communist Party with Moscow as its capital in its largest republic, the Russian Soviet Federative Socialist Republic. The Russian nation had constitutionally equal status among the many nations of the union but exerted de facto dominance in various respects.[7] Other major urban centres were Leningrad, Kiev, Minsk, Alma-Ata and Novosibirsk. The Soviet Union was one of the five recognized nuclear weapons states and possessed the largest stockpile of weapons of mass destruction.[8] It was a founding permanent member of the United Nations Security Council, as well as a member of the Organization for Security and Co-operation in Europe (OSCE) and the leading member of the Council for Mutual Economic Assistance (CMEA) and the Warsaw Pact., source_sentence: query: what is the current big bang theory season
sentences: document: Byzantine army From the seventh to the 12th centuries, the Byzantine army was among the most powerful and effective military forces in the world â€“ neither Middle Ages Europe nor (following its early successes) the fracturing Caliphate could match the strategies and the efficiency of the Byzantine army. Restricted to a largely defensive role in the 7th to mid-9th centuries, the Byzantines developed the theme-system to counter the more powerful Caliphate. From the mid-9th century, however, they gradually went on the offensive, culminating in the great conquests of the 10th century under a series of soldier-emperors such as Nikephoros II Phokas, John Tzimiskes and Basil II. The army they led was less reliant on the militia of the themes; it was by now a largely professional force, with a strong and well-drilled infantry at its core and augmented by a revived heavy cavalry arm. With one of the most powerful economies in the world at the time, the Empire had the resources to put to the field a powerful host when needed, in order to reclaim its long-lost territories., document: The Big Bang Theory The Big Bang Theory is an American television sitcom created by Chuck Lorre and Bill Prady, both of whom serve as executive producers on the series, along with Steven Molaro. All three also serve as head writers. The show premiered on CBS on September 24, 2007.[3] The series' tenth season premiered on September 19, 2016.[4] In March 2017, the series was renewed for two additional seasons, bringing its total to twelve, and running through the 2018â€“19 television season. The eleventh season is set to premiere on September 25, 2017.[5], document: 2016 NCAA Division I Softball Tournament The 2016 NCAA Division I Softball Tournament was held from May 20 through June 8, 2016 as the final part of the 2016 NCAA Division I softball season. The 64 NCAA Division I college softball teams were to be selected out of an eligible 293 teams on May 15, 2016. Thirty-two teams were awarded an automatic bid as champions of their conference, and thirty-two teams were selected at-large by the NCAA Division I softball selection committee. The tournament culminated with eight teams playing in the 2016 Women's College World Series at ASA Hall of Fame Stadium in Oklahoma City in which the Oklahoma Sooners were crowned the champions., source_sentence: query: what happened to tates mom on days of our lives
sentences: document: Paige O'Hara Donna Paige Helmintoller, better known as Paige O'Hara (born May 10, 1956),[1] is an American actress, voice actress, singer and painter. O'Hara began her career as a Broadway actress in 1983 when she portrayed Ellie May Chipley in the musical Showboat. In 1991, she made her motion picture debut in Disney's Beauty and the Beast, in which she voiced the film's heroine, Belle. Following the critical and commercial success of Beauty and the Beast, O'Hara reprised her role as Belle in the film's two direct-to-video follow-ups, Beauty and the Beast: The Enchanted Christmas and Belle's Magical World., document: M. Shadows Matthew Charles Sanders (born July 31, 1981), better known as M. Shadows, is an American singer, songwriter, and musician. He is best known as the lead vocalist, songwriter, and a founding member of the American heavy metal band Avenged Sevenfold. In 2017, he was voted 3rd in the list of Top 25 Greatest Modern Frontmen by Ultimate Guitar.[1], document: Theresa Donovan In July 2013, Jeannie returns to Salem, this time going by her middle name, Theresa. Initially, she strikes up a connection with resident bad boy JJ Deveraux (Casey Moss) while trying to secure some pot.[28] During a confrontation with JJ and his mother Jennifer Horton (Melissa Reeves) in her office, her aunt Kayla confirms that Theresa is in fact Jeannie and that Jen promised to hire her as her assistant, a promise she reluctantly agrees to. Kayla reminds Theresa it is her last chance at a fresh start.[29] Theresa also strikes up a bad first impression with Jennifer's daughter Abigail Deveraux (Kate Mansi) when Abigail smells pot on Theresa in her mother's office.[30] To continue to battle against Jennifer, she teams up with Anne Milbauer (Meredith Scott Lynn) in hopes of exacting her perfect revenge. In a ploy, Theresa reveals her intentions to hopefully woo Dr. Daniel Jonas (Shawn Christian). After sleeping with JJ, Theresa overdoses on marijuana and GHB. Upon hearing of their daughter's overdose and continuing problems, Shane and Kimberly return to town in the hopes of handling their daughter's problem, together. After believing that Theresa has a handle on her addictions, Shane and Kimberly leave town together. Theresa then teams up with hospital co-worker Anne Milbauer (Meredith Scott Lynn) to conspire against Jennifer, using Daniel as a way to hurt their relationship. In early 2014, following a Narcotics Anonymous (NA) meeting, she begins a sexual and drugged-fused relationship with Brady Black (Eric Martsolf). In 2015, after it is found that Kristen DiMera (Eileen Davidson) stole Theresa's embryo and carried it to term, Brady and Melanie Jonas return her son, Christopher, to her and Brady, and the pair rename him Tate. When Theresa moves into the Kiriakis mansion, tensions arise between her and Victor. She eventually expresses her interest in purchasing Basic Black and running it as her own fashion company, with financial backing from Maggie Horton (Suzanne Rogers). In the hopes of finding the right partner, she teams up with Kate Roberts (Lauren Koslow) and Nicole Walker (Arianne Zucker) to achieve the goal of purchasing Basic Black, with Kate and Nicole's business background and her own interest in fashion design. As she and Brady share several instances of rekindling their romance, she is kicked out of the mansion by Victor; as a result, Brady quits Titan and moves in with Theresa and Tate, in their own penthouse., source_sentence: query: where does the last name francisco come from
sentences: document: Francisco Francisco is the Spanish and Portuguese form of the masculine given name Franciscus (corresponding to English Francis)., document: Book of Esther The Book of Esther, also known in Hebrew as "the Scroll" (Megillah), is a book in the third section (Ketuvim, "Writings") of the Jewish Tanakh (the Hebrew Bible) and in the Christian Old Testament. It is one of the five Scrolls (Megillot) in the Hebrew Bible. It relates the story of a Hebrew woman in Persia, born as Hadassah but known as Esther, who becomes queen of Persia and thwarts a genocide of her people. The story forms the core of the Jewish festival of Purim, during which it is read aloud twice: once in the evening and again the following morning. The books of Esther and Song of Songs are the only books in the Hebrew Bible that do not explicitly mention God.[2], document: Times Square Times Square is a major commercial intersection, tourist destination, entertainment center and neighborhood in the Midtown Manhattan section of New York City at the junction of Broadway and Seventh Avenue. It stretches from West 42nd to West 47th Streets.[1] Brightly adorned with billboards and advertisements, Times Square is sometimes referred to as "The Crossroads of the World",[2] "The Center of the Universe",[3] "the heart of The Great White Way",[4][5][6] and the "heart of the world".[7] One of the world's busiest pedestrian areas,[8] it is also the hub of the Broadway Theater District[9] and a major center of the world's entertainment industry.[10] Times Square is one of the world's most visited tourist attractions, drawing an estimated 50 million visitors annually.[11] Approximately 330,000 people pass through Times Square daily,[12] many of them tourists,[13] while over 460,000 pedestrians walk through Times Square on its busiest days.[7]
datasets: sentence-transformers/natural-questions
pipeline_tag: sentence-similarity
library_name: sentence-transformers
metrics: cosine_accuracy@1, cosine_accuracy@3, cosine_accuracy@5, cosine_accuracy@10, cosine_precision@1, cosine_precision@3, cosine_precision@5, cosine_precision@10, cosine_recall@1, cosine_recall@3, cosine_recall@5, cosine_recall@10, cosine_ndcg@10, cosine_mrr@10, cosine_map@100
model-index: name: mpnet-base trained with prompts on NQ (baseline)
results: task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoClimateFEVER
type: NanoClimateFEVER
metrics: type: cosine_accuracy@1
value: 0.24
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.44
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.58
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.7
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.24
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.1733333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.136
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.096
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.10333333333333332
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.235
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.29166666666666663
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.3906666666666666
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.2994591180021112
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.3838333333333333
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.22798784228456
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoDBPedia
type: NanoDBPedia
metrics: type: cosine_accuracy@1
value: 0.58
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.82
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.86
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.92
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.58
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.48
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.436
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.37999999999999995
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.06785914893889725
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.11833620117007161
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.1795931309442782
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.27051285129817126
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4763342804531077
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7108888888888889
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3470426456985099
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoFEVER
type: NanoFEVER
metrics: type: cosine_accuracy@1
value: 0.46
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.66
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.74
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.84
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.46
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2333333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15600000000000003
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.088
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.45
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.66
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.74
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.82
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6370704755329407
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5800238095238095
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5796049025218771
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoFiQA2018
type: NanoFiQA2018
metrics: type: cosine_accuracy@1
value: 0.4
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.52
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.56
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.66
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.22
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16799999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.102
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.19591269841269843
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.3189365079365079
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.39760317460317457
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.48460317460317454
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.3937838150376604
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4733333333333332
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3326107997948644
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoHotpotQA
type: NanoHotpotQA
metrics: type: cosine_accuracy@1
value: 0.5
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.68
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.68
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.78
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2733333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.184
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.10599999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.25
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.41
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.46
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.53
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4778178886195301
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5929126984126984
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.40986065746492273
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoMSMARCO
type: NanoMSMARCO
metrics: type: cosine_accuracy@1
value: 0.3
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.54
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.64
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.76
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.3
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.18
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.128
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.07600000000000001
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.3
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.54
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.64
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.76
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.526254492643129
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.4515714285714285
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.46168424967571736
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoNFCorpus
type: NanoNFCorpus
metrics: type: cosine_accuracy@1
value: 0.34
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.42
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.48
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.58
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.34
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.26666666666666666
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.22399999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.19799999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.02148391750608928
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.038320122634447555
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.04772187415097357
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.07028753797352674
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.230790165543872
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.39752380952380945
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.08620256842980939
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoNQ
type: NanoNQ
metrics: type: cosine_accuracy@1
value: 0.46
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.62
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.74
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.76
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.46
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.21333333333333332
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.15200000000000002
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.08
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.44
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.59
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.7
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.72
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5890391220553122
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5575238095238095
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5489509566448225
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoQuoraRetrieval
type: NanoQuoraRetrieval
metrics: type: cosine_accuracy@1
value: 0.86
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.88
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.96
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.98
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.86
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.3666666666666666
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.23999999999999996
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.12999999999999998
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.7606666666666666
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.852
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.9226666666666667
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9633333333333333
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.9009335260184153
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.8902222222222221
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.8796142977392977
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoSCIDOCS
type: NanoSCIDOCS
metrics: type: cosine_accuracy@1
value: 0.38
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.54
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.62
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.74
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.38
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2533333333333333
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.21600000000000003
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.166
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.08066666666666666
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.15766666666666668
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.22466666666666668
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.3416666666666666
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.3179200374702791
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.47921428571428565
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.24538953898403193
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoArguAna
type: NanoArguAna
metrics: type: cosine_accuracy@1
value: 0.22
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.72
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.82
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.22
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.24
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16399999999999998
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.09
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.22
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.72
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.82
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.9
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.5674540784626225
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.459079365079365
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.4646824401651988
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoSciFact
type: NanoSciFact
metrics: type: cosine_accuracy@1
value: 0.44
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.64
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.74
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.76
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.44
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.22666666666666668
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.16
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.086
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.405
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.61
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.715
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.75
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.6005728621565763
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5606666666666666
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.5500081612287494
name: Cosine Map@100
verified: no, task: type: information-retrieval
name: Information Retrieval
dataset: name: NanoTouche2020
type: NanoTouche2020
metrics: type: cosine_accuracy@1
value: 0.5918367346938775
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.8571428571428571
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.8979591836734694
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.9387755102040817
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.5918367346938775
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.5306122448979591
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.49387755102040815
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.41836734693877553
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.04172626563364323
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.11583509823530659
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.18202633642706129
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.28115394389442155
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.47363339866266385
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.7087301587301587
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.3685418871523901
name: Cosine Map@100
verified: no, task: type: nano-beir
name: Nano BEIR
dataset: name: NanoBEIR mean
type: NanoBEIR_mean
metrics: type: cosine_accuracy@1
value: 0.4439874411302983
name: Cosine Accuracy@1
verified: no, type: cosine_accuracy@3
value: 0.6413186813186814
name: Cosine Accuracy@3
verified: no, type: cosine_accuracy@5
value: 0.7167660910518053
name: Cosine Accuracy@5
verified: no, type: cosine_accuracy@10
value: 0.793751962323391
name: Cosine Accuracy@10
verified: no, type: cosine_precision@1
value: 0.4439874411302983
name: Cosine Precision@1
verified: no, type: cosine_precision@3
value: 0.2813291470434328
name: Cosine Precision@3
verified: no, type: cosine_precision@5
value: 0.2198367346938776
name: Cosine Precision@5
verified: no, type: cosine_precision@10
value: 0.15510518053375194
name: Cosine Precision@10
verified: no, type: cosine_recall@1
value: 0.25666528439676883
name: Cosine Recall@1
verified: no, type: cosine_recall@3
value: 0.41277650743407696
name: Cosine Recall@3
verified: no, type: cosine_recall@5
value: 0.4862265012404221
name: Cosine Recall@5
verified: no, type: cosine_recall@10
value: 0.5601710903412278
name: Cosine Recall@10
verified: no, type: cosine_ndcg@10
value: 0.4993125585121708
name: Cosine Ndcg@10
verified: no, type: cosine_mrr@10
value: 0.5573479853479854
name: Cosine Mrr@10
verified: no, type: cosine_map@100
value: 0.42324468829113465
name: Cosine Map@100
verified: no
Likes: 0 | All-time downloads: 78
Created: 2025-02-23 21:59:09