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 351–360 of 4740 papers

Title	Date	Tasks	Status	Hype
Multimodal-to-Text Prompt Engineering in Large Language Models Using Feature Embeddings for GNSS Interference Characterization	Jan 9, 2025	Information RetrievalLogical Reasoning	—Unverified	0
Ethical Concerns of Generative AI and Mitigation Strategies: A Systematic Mapping Study	Jan 8, 2025	Information Retrieval	—Unverified	0
Quantum-inspired Embeddings Projection and Similarity Metrics for Representation Learning	Jan 8, 2025	Contrastive LearningInformation Retrieval	CodeCode Available	0
Multilingual Open QA on the MIA Shared Task	Jan 7, 2025	Cross-Lingual Information RetrievalInformation Retrieval	—Unverified	0
(De)-Indexing and the Right to be Forgotten	Jan 7, 2025	Information RetrievalManagement	—Unverified	0
Towards Reliable Testing for Multiple Information Retrieval System Comparisons	Jan 7, 2025	Information RetrievalRetrieval	CodeCode Available	0
TACLR: A Scalable and Efficient Retrieval-based Method for Industrial Product Attribute Value Identification	Jan 7, 2025	AttributeContrastive Learning	CodeCode Available	0
MAJL: A Model-Agnostic Joint Learning Framework for Music Source Separation and Pitch Estimation	Jan 7, 2025	Information RetrievalMusic Information Retrieval	—Unverified	0
Multi-label Cross-lingual automatic music genre classification from lyrics with Sentence BERT	Jan 7, 2025	ClassificationGenre classification	—Unverified	0
Sustainable Digitalization of Business with Multi-Agent RAG and LLM	Jan 6, 2025	ArticlesDecision Making	—Unverified	0

Show:10 25 50

← PrevPage 36 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