SOTAVerified|Agents Browse Leaderboard About

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 661–670 of 4740 papers

Title	Date	Tasks	Status	Hype
A Qualitative Study on Using ChatGPT for Software Security: Perception vs. Practicality	Aug 1, 2024	Information RetrievalVulnerability Detection	—Unverified	0
SAKR: Enhancing Retrieval-Augmented Generation via Streaming Algorithm and K-Means Clustering	Jul 31, 2024	Information RetrievalRAG	—Unverified	0
JaColBERTv2.5: Optimising Multi-Vector Retrievers to Create State-of-the-Art Japanese Retrievers with Constrained Resources	Jul 30, 2024	Information RetrievalRetrieval	—Unverified	0
Analyzing and reducing the synthetic-to-real transfer gap in Music Information Retrieval: the task of automatic drum transcription	Jul 29, 2024	Drum TranscriptionInformation Retrieval	—Unverified	0
MindSearch: Mimicking Human Minds Elicits Deep AI Searcher	Jul 29, 2024	2D Semantic Segmentation task 1 (8 classes)graph construction	CodeCode Available	9
LawLLM: Law Large Language Model for the US Legal System	Jul 27, 2024	In-Context LearningInformation Retrieval	—Unverified	0
A Survey Forest Diagram : Gain a Divergent Insight View on a Specific Research Topic	Jul 24, 2024	Information RetrievalQuestion Answering	—Unverified	0
How to Leverage Personal Textual Knowledge for Personalized Conversational Information Retrieval	Jul 23, 2024	Information RetrievalLanguage Modeling	CodeCode Available	0
NV-Retriever: Improving text embedding models with effective hard-negative mining	Jul 22, 2024	Contrastive LearningInformation Retrieval	—Unverified	0
Text-to-Battery Recipe: A language modeling-based protocol for automatic battery recipe extraction and retrieval	Jul 22, 2024	Information RetrievalLanguage Modeling	—Unverified	0

Show:10 25 50

← PrevPage 67 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