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Information Retrieval

Information retrieval is the task of ranking a list of documents or search results in response to a query

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Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 3421–3430 of 4740 papers

Title	Date	Tasks	Status	Hype
Multi-Modal Cross-Domain Alignment Network for Video Moment Retrieval	Sep 23, 2022	cross-modal alignmentInformation Retrieval	—Unverified	0
Multimodal dialogue segmentation with gesture post-processing	May 1, 2014	Information RetrievalSegmentation	—Unverified	0
Multimodal Entity Tagging with Multimodal Knowledge Base	Oct 16, 2021	Information RetrievalRetrieval	—Unverified	0
Multimodal Information Retrieval for Open World with Edit Distance Weak Supervision	Jun 25, 2025	BenchmarkingInformation Retrieval	—Unverified	0
Multimodal Learning with Deep Boltzmann Machines	Dec 1, 2012	Information RetrievalRetrieval	—Unverified	0
Scene Graph Reasoning with Prior Visual Relationship for Visual Question Answering	Dec 23, 2018	Cross-Modal Information RetrievalInformation Retrieval	—Unverified	0
Multi-modal Machine Learning in Engineering Design: A Review and Future Directions	Feb 14, 2023	Cross-Modal Information RetrievalDesign Synthesis	—Unverified	0
Multimodal Mood Classification - A Case Study of Differences in Hindi and Western Songs	Dec 1, 2016	Classificationfeature selection	—Unverified	0
Multimodal music information processing and retrieval: survey and future challenges	Feb 14, 2019	Information RetrievalMusic Information Retrieval	—Unverified	0
Multi-Modal Music Information Retrieval: Augmenting Audio-Analysis with Visual Computing for Improved Music Video Analysis	Feb 1, 2020	ClassificationGeneral Classification	—Unverified	0

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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