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 1251–1260 of 4740 papers

Title	Date	Tasks	Status	Hype
A unified Neural Network Approach to E-CommerceRelevance Learning	Apr 26, 2021	Information RetrievalRetrieval	—Unverified	0
An Analytical Model of Language Resource Sustainability	May 1, 2012	DescriptiveInformation Retrieval	—Unverified	0
Dataset of Natural Language Queries for E-Commerce	Feb 13, 2023	Conversational SearchInformation Retrieval	—Unverified	0
Dataset vs Reality: Understanding Model Performance from the Perspective of Information Need	Dec 6, 2022	Image CaptioningInformation Retrieval	—Unverified	0
Analyzing Stemming Approaches for Turkish Multi-Document Summarization	Oct 1, 2014	Document SummarizationInformation Retrieval	—Unverified	0
Date-Field Retrieval in Scene Image and Video Frames using Text Enhancement and Shape Coding	Jul 21, 2017	Information RetrievalRetrieval	—Unverified	0
DAWT: Densely Annotated Wikipedia Texts across multiple languages	Mar 2, 2017	ArticlesEntity Embeddings	—Unverified	0
Dbnary: Wiktionary as a LMF based Multilingual RDF network	May 1, 2012	Information RetrievalRetrieval	—Unverified	0
AUT Document Alignment Framework for BUCC Workshop Shared Task	Jul 1, 2015	Information RetrievalMachine Translation	—Unverified	0
DelucionQA: Detecting Hallucinations in Domain-specific Question Answering	Dec 8, 2023	HallucinationInformation Retrieval	—Unverified	0

Show:10 25 50

← PrevPage 126 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