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 3521–3530 of 4740 papers

Title	Date	Tasks	Status	Hype
Non-Monotonic Sentence Alignment via Semisupervised Learning	Aug 1, 2013	Information RetrievalMachine Translation	—Unverified	0
Non-Orthogonal Explicit Semantic Analysis	Jun 1, 2015	Dimensionality ReductionInformation Retrieval	—Unverified	0
No Pattern, No Recognition: a Survey about Reproducibility and Distortion Issues of Text Clustering and Topic Modeling	Aug 2, 2022	BIG-bench Machine LearningClustering	—Unverified	0
Novel Approaches to Accelerating the Convergence Rate of Markov Decision Process for Search Result Diversification	Feb 23, 2018	Decision MakingInformation Retrieval	—Unverified	0
Novel Class Discovery for Open Set Raga Classification	Nov 27, 2024	ClassificationContrastive Learning	—Unverified	0
Novel Ranking-Based Lexical Similarity Measure for Word Embedding	Dec 22, 2017	Information RetrievalRetrieval	—Unverified	0
Novel Recording Studio Features for Music Information Retrieval	Jan 25, 2021	AttributeCultural Vocal Bursts Intensity Prediction	—Unverified	0
Novelty and Coverage in context-based information filtering	Nov 24, 2018	Information RetrievalRetrieval	—Unverified	0
Customizable LLM-Powered Chatbot for Behavioral Science Research	Jan 9, 2025	ChatbotInformation Retrieval	—Unverified	0
Nudging the Envelope of Direct Transfer Methods for Multilingual Named Entity Recognition	Jun 1, 2012	Information RetrievalMachine Translation	—Unverified	0

Show:10 25 50

← PrevPage 353 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