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 1381–1390 of 4740 papers

Title	Date	Tasks	Status	Hype
Visual Self-paced Iterative Learning for Unsupervised Temporal Action Localization	Dec 12, 2023	Action LocalizationClustering	CodeCode Available	0
SM70: A Large Language Model for Medical Devices	Dec 12, 2023	Decision MakingInformation Retrieval	—Unverified	0
Harnessing Retrieval-Augmented Generation (RAG) for Uncovering Knowledge Gaps	Dec 12, 2023	Information RetrievalRAG	CodeCode Available	0
The performance of multiple language models in identifying offensive language on social media	Dec 10, 2023	Information RetrievalRetrieval	—Unverified	0
Quantum Private Information Retrieval from Coded Storage Systems	Dec 10, 2023	Information RetrievalRetrieval	—Unverified	0
PaperQA: Retrieval-Augmented Generative Agent for Scientific Research	Dec 8, 2023	ArticlesInformation Retrieval	—Unverified	0
DelucionQA: Detecting Hallucinations in Domain-specific Question Answering	Dec 8, 2023	HallucinationInformation Retrieval	—Unverified	0
Rethinking E-Commerce Search	Dec 6, 2023	ArticlesInformation Retrieval	—Unverified	0
Leveraging Domain Adaptation and Data Augmentation to Improve Qur'anic IR in English and Arabic	Dec 5, 2023	Data AugmentationDomain Adaptation	—Unverified	0
An AI-based solution for the cold start and data sparsity problems in the recommendation systems	Dec 4, 2023	Information RetrievalRecommendation Systems	—Unverified	0

Show:10 25 50

← PrevPage 139 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