SOTAVerified|Agents Browse Leaderboard About Blog

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 4151–4160 of 4740 papers

Title	Date	Tasks	Status	Hype
IITP@COLIEE 2019: Legal Information Retrieval using BM25 and BERT	Apr 17, 2021	Information RetrievalRetrieval	CodeCode Available	0
MES-RAG: Bringing Multi-modal, Entity-Storage, and Secure Enhancements to RAG	Mar 17, 2025	Information RetrievalQuestion Answering	CodeCode Available	0
Illusions of Relevance: Using Content Injection Attacks to Deceive Retrievers, Rerankers, and LLM Judges	Jan 30, 2025	Information RetrievalLarge Language Model	CodeCode Available	0
GloVe: Global Vectors for Word Representation	Oct 1, 2014	Document ClassificationInformation Retrieval	CodeCode Available	0
Conversational Tree Search: A New Hybrid Dialog Task	Mar 17, 2023	Deep Reinforcement LearningInformation Retrieval	CodeCode Available	0
Few-Shot Text Ranking with Meta Adapted Synthetic Weak Supervision	Dec 29, 2020	Information RetrievalLearning-To-Rank	CodeCode Available	0
MeTA: A Unified Toolkit for Text Retrieval and Analysis	Aug 1, 2016	Document ClassificationInformation Retrieval	CodeCode Available	0
Impact of the Query Set on the Evaluation of Expert Finding Systems	Jun 28, 2018	Information RetrievalRecommendation Systems	CodeCode Available	0
Impact of time and note duration tokenizations on deep learning symbolic music modeling	Oct 12, 2023	Emotion ClassificationInformation Retrieval	CodeCode Available	0
A Unified Neural Architecture for Instrumental Audio Tasks	Mar 1, 2019	Information RetrievalMusic Information Retrieval	CodeCode Available	0

Show:10 25 50

← PrevPage 416 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