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 81–90 of 4740 papers

Title	Date	Tasks	Status	Hype
Detect-Order-Construct: A Tree Construction based Approach for Hierarchical Document Structure Analysis	Jan 22, 2024	Document Layout AnalysisDocument Summarization	CodeCode Available	2
BIRB: A Generalization Benchmark for Information Retrieval in Bioacoustics	Dec 12, 2023	Information RetrievalRepresentation Learning	CodeCode Available	2
RankZephyr: Effective and Robust Zero-Shot Listwise Reranking is a Breeze!	Dec 5, 2023	Information RetrievalReranking	CodeCode Available	2
SUQL: Conversational Search over Structured and Unstructured Data with Large Language Models	Nov 16, 2023	Conversational SearchIn-Context Learning	CodeCode Available	2
Mustango: Toward Controllable Text-to-Music Generation	Nov 14, 2023	Data AugmentationDenoising	CodeCode Available	2
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions	Nov 9, 2023	HallucinationInformation Retrieval	CodeCode Available	2
A Foundation Model for Music Informatics	Nov 6, 2023	Information Retrievalmodel	CodeCode Available	2
RankVicuna: Zero-Shot Listwise Document Reranking with Open-Source Large Language Models	Sep 26, 2023	Information RetrievalReranking	CodeCode Available	2
CAGRA: Highly Parallel Graph Construction and Approximate Nearest Neighbor Search for GPUs	Aug 29, 2023	CPUGPU	CodeCode Available	2
Large Language Models for Information Retrieval: A Survey	Aug 14, 2023	Information RetrievalQuestion Answering	CodeCode Available	2

Show:10 25 50

← PrevPage 9 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