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 4081–4090 of 4740 papers

Title	Date	Tasks	Status	Hype
Efficient and Interpretable Information Retrieval for Product Question Answering with Heterogeneous Data	May 21, 2024	Contrastive LearningInformation Retrieval	CodeCode Available	0
Creating Healthy Friction: Determining Stakeholder Requirements of Job Recommendation Explanations	Sep 24, 2024	FrictionInformation Retrieval	CodeCode Available	0
HOTTER: Hierarchical Optimal Topic Transport with Explanatory Context Representations	Nov 1, 2021	Information RetrievalLanguage Modelling	CodeCode Available	0
A Deep Architecture for Semantic Matching with Multiple Positional Sentence Representations	Nov 26, 2015	Information RetrievalQuestion Answering	CodeCode Available	0
MatchZoo: A Learning, Practicing, and Developing System for Neural Text Matching	May 24, 2019	Information RetrievalQuestion Answering	CodeCode Available	0
MatchZoo: A Toolkit for Deep Text Matching	Jul 23, 2017	Ad-Hoc Information RetrievalInformation Retrieval	CodeCode Available	0
Variational Deep Semantic Hashing for Text Documents	Aug 11, 2017	Image RetrievalInformation Retrieval	CodeCode Available	0
How do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective	Apr 10, 2025	Document RankingInformation Retrieval	CodeCode Available	0
XLTime: A Cross-Lingual Knowledge Transfer Framework for Temporal Expression Extraction	May 3, 2022	Causal InferenceInformation Retrieval	CodeCode Available	0
Reverse-Engineering the Retrieval Process in GenIR Models	Mar 25, 2025	DecoderInformation Retrieval	CodeCode Available	0

Show:10 25 50

← PrevPage 409 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