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 651–660 of 4740 papers

Title	Date	Tasks	Status	Hype	Score
Few shot chain-of-thought driven reasoning to prompt LLMs for open ended medical question answering	Mar 7, 2024	Information RetrievalLanguage Modelling	CodeCode Available	0	5
A Convolutional Approach to Melody Line Identification in Symbolic Scores	Jun 24, 2019	Information RetrievalMusic Information Retrieval	CodeCode Available	0	5
Fast Randomized PCA for Sparse Data	Oct 16, 2018	Dimensionality ReductionInformation Retrieval	CodeCode Available	0	5
FathomGPT: A Natural Language Interface for Interactively Exploring Ocean Science Data	Dec 3, 2024	Information Retrieval	CodeCode Available	0	5
Faster Learned Sparse Retrieval with Guided Traversal	Apr 24, 2022	Information RetrievalRetrieval	CodeCode Available	0	5
FARA: Future-aware Ranking Algorithm for Fairness Optimization	May 26, 2023	Exposure FairnessFairness	CodeCode Available	0	5
Feature Fusion Revisited: Multimodal CTR Prediction for MMCTR Challenge	Apr 26, 2025	Click-Through Rate PredictionInformation Retrieval	CodeCode Available	0	5
Finding Needles in Emb(a)dding Haystacks: Legal Document Retrieval via Bagging and SVR Ensembles	Jan 9, 2025	Information RetrievalRetrieval	CodeCode Available	0	5
Fairness in Image Search: A Study of Occupational Stereotyping in Image Retrieval and its Debiasing	May 6, 2023	FairnessImage Retrieval	CodeCode Available	0	5
An Information Retrieval Approach to Short Text Conversation	Aug 29, 2014	Information RetrievalRetrieval	CodeCode Available	0	5

Show:10 25 50

← PrevPage 66 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