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 2331–2340 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Deep Learning for Biomedical Information Retrieval: Learning Textual Relevance from Click Logs	Aug 1, 2017	Biomedical Information RetrievalInformation Retrieval	—Unverified	0	0
Automatic Climate Classification of Environmental Science Literature	Dec 1, 2013	ClassificationGeneral Classification	—Unverified	0	0
ANCHOLIK-NER: A Benchmark Dataset for Bangla Regional Named Entity Recognition	Feb 16, 2025	ArticlesInformation Retrieval	—Unverified	0	0
Automatic classification of doctor-patient questions for a virtual patient record query task	Aug 1, 2017	BIG-bench Machine LearningDialogue Management	—Unverified	0	0
Deep Learning Based Dense Retrieval: A Comparative Study	Oct 27, 2024	Deep LearningInformation Retrieval	—Unverified	0	0
Pareto Optimal Learning for Estimating Large Language Model Errors	Jun 28, 2023	Information RetrievalLanguage Modeling	—Unverified	0	0
An Axiomatic Approach to Regularizing Neural Ranking Models	Apr 15, 2019	Information Retrievalparameter estimation	—Unverified	0	0
Advice from the Oracle: Really Intelligent Information Retrieval	Jan 2, 2018	Information RetrievalRetrieval	—Unverified	0	0
Deep Learning Approach for Singer Voice Classification of Vietnamese Popular Music	Feb 24, 2021	General ClassificationInformation Retrieval	—Unverified	0	0
Deep Learning Applied to Image and Text Matching	Sep 14, 2015	Deep LearningImage Retrieval	—Unverified	0	0

Show:10 25 50

← PrevPage 234 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