SOTAVerified|Agents Browse Leaderboard About

Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

( Image credit: sudhanshumittal )

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 961–970 of 4740 papers

Title	Date	Tasks	Status	Hype
HATFormer: Historic Handwritten Arabic Text Recognition with Transformers	Oct 3, 2024	DecoderHandwritten Text Recognition	—Unverified	0
BayesCNS: A Unified Bayesian Approach to Address Cold Start and Non-Stationarity in Search Systems at Scale	Oct 3, 2024	Efficient ExplorationInformation Retrieval	—Unverified	0
Streamlining Conformal Information Retrieval via Score Refinement	Oct 3, 2024	Conformal PredictionInformation Retrieval	—Unverified	0
Attention in Large Language Models Yields Efficient Zero-Shot Re-Rankers	Oct 3, 2024	Information RetrievalRe-Ranking	—Unverified	0
Simplifying complex machine learning by linearly separable network embedding spaces	Oct 2, 2024	Information RetrievalNetwork Embedding	—Unverified	0
Quantifying reliance on external information over parametric knowledge during Retrieval Augmented Generation (RAG) using mechanistic analysis	Oct 1, 2024	Information RetrievalLanguage Modeling	—Unverified	0
Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models	Sep 30, 2024	Decision Makinggraph construction	—Unverified	0
ThreatGram 101 - Extreme Telegram Replies Data with Threat Levels	Sep 30, 2024	Abusive LanguageHate Speech Detection	CodeCode Available	0
Generative Retrieval Meets Multi-Graded Relevance	Sep 27, 2024	DecoderInformation Retrieval	—Unverified	0
CBIDR: A novel method for information retrieval combining image and data by means of TOPSIS applied to medical diagnosis	Sep 26, 2024	Content-Based Image RetrievalDiagnostic	—Unverified	0

Show:10 25 50

← PrevPage 97 of 474Next →

All datasets BSARD MS MARCO CQADupStack TREC-PM Amazon MSLR WEB30K MSMARCO MTEB News Headlines Ohsumed

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	Two-tower Bi-Encoder (RoBERTa)	Recall@100	74.78	—	Unverified
2	Siamese Bi-Encoder (RoBERTa)	Recall@100	71.63	—	Unverified
3	BM25	Recall@100	51.33	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE v2	MRR@10	42.58	—	Unverified
2	ConAE-256	Time (ms)	0.33	—	Unverified
3	ConAE-128	Time (ms)	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-BE-5.8B	mAP@100	0.16	—	Unverified
2	TSDAE	mAP@100	0.15	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hpipubcommon	infNDCG	0.56	—	Unverified
2	hpictall	infNDCG	0.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MIND	HR@30	0.32	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Distilled Network	nDCG@10	0.53	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	RetroMAE	MRR@10	0.42	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	SGPT-5.8B-msmarco	nDCG@10	50.25	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	Information Retrieval + SVM	1:1 Accuracy	83.79	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BERT+CONCEPT FILTER	NDCG	0.25	—	Unverified