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 1351–1360 of 4740 papers

Title	Date	Tasks	Status	Hype
Selective Query Processing: a Risk-Sensitive Selection of System Configurations	May 17, 2023	Information RetrievalLearning-To-Rank	—Unverified	0
From Region to Patch: Attribute-Aware Foreground-Background Contrastive Learning for Fine-Grained Fashion Retrieval	May 17, 2023	AttributeContrastive Learning	CodeCode Available	0
Soft Prompt Decoding for Multilingual Dense Retrieval	May 15, 2023	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
Efficient and Effective Tree-based and Neural Learning to Rank	May 15, 2023	Information RetrievalLearning-To-Rank	—Unverified	0
NevIR: Negation in Neural Information Retrieval	May 12, 2023	Information RetrievalNegation	CodeCode Available	0
Synergistic Interplay between Search and Large Language Models for Information Retrieval	May 12, 2023	Information RetrievalRetrieval	CodeCode Available	1
Methods and Tools to Advance the Retrieval of Mathematical Knowledge from Digital Libraries for Search-, Recommendation-, and Assistance-Systems	May 12, 2023	Information RetrievalRetrieval	—Unverified	0
WebCPM: Interactive Web Search for Chinese Long-form Question Answering	May 11, 2023	FormInformation Retrieval	CodeCode Available	2
THUIR@COLIEE 2023: More Parameters and Legal Knowledge for Legal Case Entailment	May 11, 2023	Information RetrievalLearning-To-Rank	CodeCode Available	1
Autonomous GIS: the next-generation AI-powered GIS	May 10, 2023	Code GenerationInformation Retrieval	CodeCode Available	2

Show:10 25 50

← PrevPage 136 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