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 1521–1530 of 4740 papers

Title	Date	Tasks	Status	Hype
Explainability of Text Processing and Retrieval Methods: A Critical Survey	Dec 14, 2022	Document RankingInformation Retrieval	—Unverified	0
Domain Adaptation for Dense Retrieval through Self-Supervision by Pseudo-Relevance Labeling	Dec 13, 2022	Domain AdaptationInformation Retrieval	—Unverified	0
Information retrieval in single cell chromatin analysis using TF-IDF transformation methods	Dec 10, 2022	Dimensionality ReductionInformation Retrieval	—Unverified	0
A Comparison of Audio Preprocessing Techniques and Deep Learning Algorithms for Raga Recognition	Dec 10, 2022	Audio Signal ProcessingInformation Retrieval	—Unverified	0
Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need	Dec 6, 2022	Image CaptioningInformation Retrieval	—Unverified	0
Multimodal Tree Decoder for Table of Contents Extraction in Document Images	Dec 6, 2022	Decoderdocument understanding	CodeCode Available	0
Melody transcription via generative pre-training	Dec 4, 2022	Chord RecognitionInformation Retrieval	CodeCode Available	2
Information Retrieval from the Digitized Books	Dec 2, 2022	Image RetrievalInformation Retrieval	—Unverified	0
Moving Beyond Downstream Task Accuracy for Information Retrieval Benchmarking	Dec 2, 2022	BenchmarkingInformation Retrieval	—Unverified	0
Proceedings of the 1st International Workshop on Reading Music Systems	Dec 1, 2022	Information RetrievalMusic Information Retrieval	—Unverified	0

Show:10 25 50

← PrevPage 153 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