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 4701–4710 of 4740 papers

Title	Date	Tasks	Status	Hype
Optimizing Keyphrase Ranking for Relevance and Diversity Using Submodular Function Optimization (SFO)	Oct 26, 2024	DiversityInformation Retrieval	CodeCode Available	0
SE-PQA: Personalized Community Question Answering	Jun 28, 2023	Community Question AnsweringInformation Retrieval	CodeCode Available	0
Talk2X -- An Open-Source Toolkit Facilitating Deployment of LLM-Powered Chatbots on the Web	Apr 4, 2025	Information RetrievalRAG	CodeCode Available	0
Cross-Lingual Low-Resource Set-to-Description Retrieval for Global E-Commerce	May 17, 2020	AttributeCross-Lingual Information Retrieval	CodeCode Available	0
A Workbench for Autograding Retrieve/Generate Systems	May 21, 2024	DiversityInformation Retrieval	CodeCode Available	0
Logical Consistency is Vital: Neural-Symbolic Information Retrieval for Negative-Constraint Queries	May 28, 2025	Information RetrievalRetrieval	CodeCode Available	0
Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA	Apr 30, 2025	Information RetrievalMedical Question Answering	CodeCode Available	0
ORCAS-I: Queries Annotated with Intent using Weak Supervision	May 2, 2022	ClassificationInformation Retrieval	CodeCode Available	0
Ordinal Preference Optimization: Aligning Human Preferences via NDCG	Oct 6, 2024	Information Retrieval	CodeCode Available	0
Certified Error Control of Candidate Set Pruning for Two-Stage Relevance Ranking	May 19, 2022	Computational EfficiencyInformation Retrieval	CodeCode Available	0

Show:10 25 50

← PrevPage 471 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