Retrieval

A methodology that involves selecting relevant data or examples from a large dataset to support tasks like prediction, learning, or inference. It enhances models by providing context or additional information, often used in systems like retrieval-augmented generation or in-context learning.

Papers

Recently Added Most Hyped Most Active Needs Verification Most Verified

Showing 491–500 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Contrastive Audio-Visual Masked Autoencoder	Oct 2, 2022	Audio ClassificationAudio Tagging	CodeCode Available	2	5
RetrievalQA: Assessing Adaptive Retrieval-Augmented Generation for Short-form Open-Domain Question Answering	Feb 26, 2024	FormOpen-Domain Question Answering	CodeCode Available	2	5
Retrieving Semantics from the Deep: an RAG Solution for Gesture Synthesis	Dec 9, 2024	Gesture GenerationRAG	CodeCode Available	2	5
Automated Evaluation of Retrieval-Augmented Language Models with Task-Specific Exam Generation	May 22, 2024	InformativenessLanguage Modeling	CodeCode Available	2	5
Duoduo CLIP: Efficient 3D Understanding with Multi-View Images	Jun 17, 2024	GPUObject	CodeCode Available	2	5
Dynamic Parametric Retrieval Augmented Generation for Test-time Knowledge Enhancement	Mar 31, 2025	HallucinationRAG	CodeCode Available	2	5
Revisit Anything: Visual Place Recognition via Image Segment Retrieval	Sep 26, 2024	Image SegmentationNavigate	CodeCode Available	2	5
Revisiting Contrastive Methods for Unsupervised Learning of Visual Representations	Jun 10, 2021	Instance Segmentationobject-detection	CodeCode Available	2	5
Document Expansion by Query Prediction	Apr 17, 2019	Passage Re-RankingPrediction	CodeCode Available	2	5
Benchmarking Retrieval-Augmented Generation in Multi-Modal Contexts	Feb 24, 2025	BenchmarkingFact Verification	CodeCode Available	2	5

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All datasets Quora Question Pairs HotpotQA Natural Questions OK-VQA InfoSeek MVK Polyvore PubMedQA PubMedQA corpus with metadata ToolLens คลิปไวรัล!! ไอซ์ ปรีชญา ลืมปิดไลฟ์สดตอนอาบน้ำ ถูกแชร์กระหึ่มเน็ต

Benchmark Results

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	183.53	—	Unverified
2	Elasticsearch	Queries per second	21.8	—	Unverified
3	BM25-PT	Queries per second	6.49	—	Unverified
4	Rank-BM25	Queries per second	1.18	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	20.88	—	Unverified
2	Elasticsearch	Queries per second	7.11	—	Unverified
3	Rank-BM25	Queries per second	0.04	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	BM25S	Queries per second	41.85	—	Unverified
2	Elasticsearch	Queries per second	12.16	—	Unverified
3	Rank-BM25	Queries per second	0.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	FLMR	Recall@5	89.32	—	Unverified
2	RA-VQA	Recall@5	82.84	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	PreFLMR	Recall@5	62.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP-KIS	text-to-video Mean Rank	30	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	CLIP4Outfit	Recall@5	7.59	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	MetaGen Blended RAG	Accuracy (Top-1)	82.1	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	COLT	COMP@	84.55	—	Unverified

#	Model	Metric	Claimed	Verified	Status
1	hello	0L	1,121,222	—	Unverified