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 371–380 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Evaluating the Robustness of Retrieval Pipelines with Query Variation Generators	Nov 25, 2021	Information RetrievalLanguage Modelling	CodeCode Available	1	5
Contrastive Audio-Language Learning for Music	Aug 25, 2022	Audio to Text RetrievalDescriptive	CodeCode Available	1	5
Conversational Document Prediction to Assist Customer Care Agents	Oct 5, 2020	Information RetrievalPrediction	CodeCode Available	1	5
MultiReQA: A Cross-Domain Evaluation forRetrieval Question Answering Models	Apr 1, 2021	Information RetrievalQuestion Answering	CodeCode Available	1	5
Conversational Question Answering over Passages by Leveraging Word Proximity Networks	Apr 27, 2020	Conversational Question AnsweringInformation Retrieval	CodeCode Available	1	5
Are "Undocumented Workers" the Same as "Illegal Aliens"? Disentangling Denotation and Connotation in Vector Spaces	Oct 6, 2020	DiversityInformation Retrieval	CodeCode Available	1	5
ESPN: Memory-Efficient Multi-Vector Information Retrieval	Dec 9, 2023	Information RetrievalRe-Ranking	CodeCode Available	1	5
CORD-19: The COVID-19 Open Research Dataset	Apr 22, 2020	Information RetrievalManagement	CodeCode Available	1	5
Corpus-Steered Query Expansion with Large Language Models	Feb 28, 2024	Information RetrievalRetrieval	CodeCode Available	1	5
AssistRAG: Boosting the Potential of Large Language Models with an Intelligent Information Assistant	Nov 11, 2024	Decision MakingHallucination	CodeCode Available	1	5

Show:10 25 50

← PrevPage 38 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