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 3771–3780 of 4740 papers

Title	Date	Tasks	Status	Hype
Transforming Wikipedia into an Ontology-based Information Retrieval Search Engine for Local Experts using a Third-Party Taxonomy	Nov 4, 2015	Information RetrievalRetrieval	—Unverified	0
Generic decoding of seen and imagined objects using hierarchical visual features	Oct 22, 2015	DecoderInformation Retrieval	—Unverified	0
Transductive Optimization of Top k Precision	Oct 20, 2015	Binary ClassificationInformation Retrieval	—Unverified	0
Further Theoretical Study of Distribution Separation Method for Information Retrieval	Oct 16, 2015	Information RetrievalRetrieval	—Unverified	0
Automatic Transcription of Flamenco Singing from Polyphonic Music Recordings	Oct 14, 2015	Information RetrievalMusic Information Retrieval	—Unverified	0
Corpus COFLA: A research corpus for the Computational study of Flamenco Music	Oct 14, 2015	DiversityInformation Retrieval	—Unverified	0
On the Complexity of Inner Product Similarity Join	Oct 9, 2015	Information RetrievalRecommendation Systems	—Unverified	0
Parameterized Neural Network Language Models for Information Retrieval	Oct 6, 2015	Information RetrievalLanguage Modeling	—Unverified	0
Construction of Semantic Collocation Bank Based on Semantic Dependency Parsing	Oct 1, 2015	Dependency ParsingInformation Retrieval	—Unverified	0
Cross-lingual Pseudo Relevance Feedback Based on Weak Relevant Topic Alignment	Oct 1, 2015	Information RetrievalTopic Models	—Unverified	0

Show:10 25 50

← PrevPage 378 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