SOTAVerified|Agents Browse Leaderboard About

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 231–240 of 4740 papers

Title	Date	Tasks	Status	Hype
A Comprehensive Python Library for Deep Learning-Based Event Detection in Multivariate Time Series Data and Information Retrieval in NLP	Oct 25, 2023	Binary ClassificationDeep Learning	CodeCode Available	1
ColBERT-XM: A Modular Multi-Vector Representation Model for Zero-Shot Multilingual Information Retrieval	Feb 23, 2024	Cross-Lingual TransferInformation Retrieval	CodeCode Available	1
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance	Aug 2, 2021	CPUGPU	CodeCode Available	1
Judging the Judges: A Collection of LLM-Generated Relevance Judgements	Feb 19, 2025	Information Retrieval	CodeCode Available	1
Synergistic Interplay between Search and Large Language Models for Information Retrieval	May 12, 2023	Information RetrievalRetrieval	CodeCode Available	1
A Comprehensive Evaluation of Large Language Models on Legal Judgment Prediction	Oct 18, 2023	Information RetrievalLegal Reasoning	CodeCode Available	1
Complex Knowledge Base Question Answering: A Survey	Aug 15, 2021	Information RetrievalKnowledge Base Question Answering	CodeCode Available	1
LAiW: A Chinese Legal Large Language Models Benchmark	Oct 9, 2023	Information Retrieval	CodeCode Available	1
Conversational Entity Linking: Problem Definition and Datasets	May 11, 2021	Entity LinkingInformation Retrieval	CodeCode Available	1
Co-design Hardware and Algorithm for Vector Search	Jun 19, 2023	CPUInformation Retrieval	CodeCode Available	1

Show:10 25 50

← PrevPage 24 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