SOTAVerified|Agents Browse Leaderboard About Blog

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 2281–2290 of 4740 papers

Title	Date	Tasks	Status	Hype
Improving Citation Polarity Classification with Product Reviews	Jun 1, 2014	ClassificationDomain Adaptation	—Unverified	0
In-Place Updates of a Graph Index for Streaming Approximate Nearest Neighbor Search	Feb 19, 2025	Information RetrievalRAG	—Unverified	0
CoProver: A Recommender System for Proof Construction	Mar 1, 2023	Information RetrievalLEMMA	—Unverified	0
InsertRank: LLMs can reason over BM25 scores to Improve Listwise Reranking	Jun 17, 2025	Information RetrievalReranking	—Unverified	0
Insights into Entity Name Evolution on Wikipedia	Feb 3, 2017	ArticlesInformation Retrieval	—Unverified	0
Improving Calculation of Contextual Similarity for Constructing a Bilingual Dictionary via a Third Language	Oct 1, 2013	Information Retrieval	—Unverified	0
Content Based Document Recommender using Deep Learning	Oct 23, 2017	Deep LearningInformation Retrieval	—Unverified	0
A Multigraph Representation for Improved Unsupervised/Semi-supervised Learning of Human Actions	Jun 1, 2014	ClusteringInformation Retrieval	—Unverified	0
1-800-SHARED-TASKS at RegNLP: Lexical Reranking of Semantic Retrieval (LeSeR) for Regulatory Question Answering	Dec 8, 2024	Answer GenerationDomain Adaptation	—Unverified	0
Investigating Mixture of Experts in Dense Retrieval	Dec 16, 2024	Information RetrievalMixture-of-Experts	—Unverified	0

Show:10 25 50

← PrevPage 229 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