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 161–170 of 4740 papers

Title	Date	Tasks	Status	Hype
Knowledge Graph-extended Retrieval Augmented Generation for Question Answering	Apr 11, 2025	In-Context LearningInformation Retrieval	—Unverified	0
Cross-Document Cross-Lingual NLI via RST-Enhanced Graph Fusion and Interpretability Prediction	Apr 11, 2025	Cross-Lingual Natural Language InferenceGraph Attention	—Unverified	0
Learning from Elders: Making an LLM-powered Chatbot for Retirement Communities more Accessible through User-centered Design	Apr 11, 2025	ChatbotInformation Retrieval	—Unverified	0
Code-Craft: Hierarchical Graph-Based Code Summarization for Enhanced Context Retrieval	Apr 11, 2025	Code SummarizationInformation Retrieval	—Unverified	0
VLMT: Vision-Language Multimodal Transformer for Multimodal Multi-hop Question Answering	Apr 11, 2025	cross-modal alignmentInformation Retrieval	—Unverified	0
A Reproducibility Study of Graph-Based Legal Case Retrieval	Apr 11, 2025	Information RetrievalLarge Language Model	—Unverified	0
Exploring Human-Like Thinking in Search Simulations with Large Language Models	Apr 10, 2025	Data AugmentationInformation Retrieval	CodeCode Available	0
REANIMATOR: Reanimate Retrieval Test Collections with Extracted and Synthetic Resources	Apr 10, 2025	Information RetrievalRetrieval	CodeCode Available	0
How do Large Language Models Understand Relevance? A Mechanistic Interpretability Perspective	Apr 10, 2025	Document RankingInformation Retrieval	CodeCode Available	0
Evaluating Retrieval Augmented Generative Models for Document Queries in Transportation Safety	Apr 9, 2025	Information RetrievalRAG	—Unverified	0

Show:10 25 50

← PrevPage 17 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