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 1721–1730 of 4740 papers

Title	Date	Tasks	Status	Hype
Investigating Conversational Search Behavior For Domain Exploration	Jan 10, 2023	Conversational SearchInformation Retrieval	CodeCode Available	0
Topic Segmentation Model Focusing on Local Context	Jan 5, 2023	Information Retrievalmodel	—Unverified	0
Deep Semi-Supervised Metric Learning With Mixed Label Propagation	Jan 1, 2023	Information RetrievalMetric Learning	—Unverified	0
TA-DA: Topic-Aware Domain Adaptation for Scientific Keyphrase Identification and Classification (Student Abstract)	Dec 30, 2022	Domain AdaptationInformation Retrieval	—Unverified	0
Maximizing Use-Case Specificity through Precision Model Tuning	Dec 29, 2022	Biomedical Information RetrievalInformation Retrieval	—Unverified	0
Customizing Knowledge Graph Embedding to Improve Clinical Study Recommendation	Dec 28, 2022	Graph EmbeddingInformation Retrieval	—Unverified	0
Cache-Aided Multi-User Private Information Retrieval using PDAs	Dec 26, 2022	Information RetrievalRetrieval	—Unverified	0
On Cache-Aided Multi-User Private Information Retrieval with Small Caches	Dec 25, 2022	AllInformation Retrieval	—Unverified	0
Rank-LIME: Local Model-Agnostic Feature Attribution for Learning to Rank	Dec 24, 2022	Decision MakingInformation Retrieval	—Unverified	0
Development of a Thermodynamics of Human Cognition and Human Culture	Dec 24, 2022	Cultural Vocal Bursts Intensity PredictionInformation Retrieval	—Unverified	0

Show:10 25 50

← PrevPage 173 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