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 3961–3970 of 4740 papers

Title	Date	Tasks	Status	Hype
Squibs: Spelling Error Patterns in Brazilian Portuguese	Mar 1, 2015	Information RetrievalOptical Character Recognition (OCR)	—Unverified	0
Towards Topic-to-Question Generation	Mar 1, 2015	Information RetrievalQuestion Answering	—Unverified	0
Concrete Models and Empirical Evaluations for the Categorical Compositional Distributional Model of Meaning	Mar 1, 2015	Information RetrievalSemantic Textual Similarity	—Unverified	0
Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval	Feb 24, 2015	Information RetrievalRetrieval	—Unverified	0
Unified vector space mapping for knowledge representation systems	Feb 21, 2015	DecoderInformation Retrieval	—Unverified	0
Evolutionary algorithm based adaptive navigation in information retrieval interfaces	Feb 19, 2015	Information RetrievalRetrieval	—Unverified	0
Affective Music Information Retrieval	Feb 18, 2015	Emotion RecognitionInformation Retrieval	—Unverified	0
IAT - Image Annotation Tool: Manual	Feb 18, 2015	Information RetrievalObject	—Unverified	0
Topic Level Disambiguation for Weak Queries	Feb 17, 2015	Information RetrievalLanguage Modeling	—Unverified	0
Two-Stage Document Length Normalization for Information Retrieval	Feb 15, 2015	Information RetrievalRetrieval	—Unverified	0

Show:10 25 50

← PrevPage 397 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