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 3371–3380 of 4740 papers

Title	Date	Tasks	Status	Hype
A selectional auto-encoder approach for document image binarization	Jun 30, 2017	BinarizationInformation Retrieval	CodeCode Available	0
DE-PACRR: Exploring Layers Inside the PACRR Model	Jun 27, 2017	Ad-Hoc Information RetrievalInformation Retrieval	—Unverified	0
Living Labs - An Ethical Challenge for Researchers and Platform Providers	Jun 22, 2017	Experimental DesignInformation Retrieval	—Unverified	0
Rapid Probabilistic Interest Learning from Domain-Specific Pairwise Image Comparisons	Jun 19, 2017	Information RetrievalRetrieval	—Unverified	0
The E-Average Common Submatrix: Approximate Searching in a Restricted Neighborhood	Jun 19, 2017	Information RetrievalRetrieval	—Unverified	0
Accelerating Innovation Through Analogy Mining	Jun 17, 2017	Information RetrievalRetrieval	—Unverified	0
Active learning in annotating micro-blogs dealing with e-reputation	Jun 16, 2017	Active LearningInformation Retrieval	CodeCode Available	0
DSRIM: A Deep Neural Information Retrieval Model Enhanced by a Knowledge Resource Driven Representation of Documents	Jun 15, 2017	Information RetrievalRetrieval	—Unverified	0
An Empirical Study of Some Selected IR Models for Bengali Monolingual Information Retrieval	Jun 10, 2017	Information RetrievalRetrieval	—Unverified	0
Collaborative Summarization of Topic-Related Videos	Jun 9, 2017	AttributeInformation Retrieval	—Unverified	0

Show:10 25 50

← PrevPage 338 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