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 561–570 of 4740 papers

Title	Date	Tasks	Status	Hype
Do Music Generation Models Encode Music Theory?	Oct 1, 2024	Emotion RecognitionGenre classification	CodeCode Available	1
ThreatGram 101 - Extreme Telegram Replies Data with Threat Levels	Sep 30, 2024	Abusive LanguageHate Speech Detection	CodeCode Available	0
Customized Information and Domain-centric Knowledge Graph Construction with Large Language Models	Sep 30, 2024	Decision Makinggraph construction	—Unverified	0
Generative Retrieval Meets Multi-Graded Relevance	Sep 27, 2024	DecoderInformation Retrieval	—Unverified	0
CBIDR: A novel method for information retrieval combining image and data by means of TOPSIS applied to medical diagnosis	Sep 26, 2024	Content-Based Image RetrievalDiagnostic	—Unverified	0
Enhancing Structured-Data Retrieval with GraphRAG: Soccer Data Case Study	Sep 26, 2024	Information RetrievalKnowledge Graphs	—Unverified	0
Disentangling Questions from Query Generation for Task-Adaptive Retrieval	Sep 25, 2024	Few-Shot LearningInformation Retrieval	—Unverified	0
Unsupervised Text Representation Learning via Instruction-Tuning for Zero-Shot Dense Retrieval	Sep 24, 2024	Information RetrievalQuestion Generation	—Unverified	0
IRSC: A Zero-shot Evaluation Benchmark for Information Retrieval through Semantic Comprehension in Retrieval-Augmented Generation Scenarios	Sep 24, 2024	Information RetrievalRAG	CodeCode Available	0
AI Can Be Cognitively Biased: An Exploratory Study on Threshold Priming in LLM-Based Batch Relevance Assessment	Sep 24, 2024	Decision MakingInformation Retrieval	—Unverified	0

Show:10 25 50

← PrevPage 57 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