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

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Showing 4891–4900 of 14297 papers

Title	Date	Tasks	Status	Score
Explaining Deep Convolutional Neural Networks on Music Classification	Jul 8, 2016	Chord RecognitionClassification	CodeCode Available	5
CLIP-Branches: Interactive Fine-Tuning for Text-Image Retrieval	Jun 19, 2024	Image RetrievalInformation Retrieval	CodeCode Available	5
Cross-Camera Trajectories Help Person Retrieval in a Camera Network	Apr 27, 2022	Person RetrievalRe-Ranking	CodeCode Available	5
Explain like I am BM25: Interpreting a Dense Model's Ranked-List with a Sparse Approximation	Apr 25, 2023	Retrieval	CodeCode Available	5
Graph Matching Networks for Learning the Similarity of Graph Structured Objects	Apr 29, 2019	Graph AttentionGraph Matching	CodeCode Available	5
Geometric features for voxel-based surface recognition	Jan 16, 2017	General ClassificationRetrieval	CodeCode Available	5
Efficient Discovery and Effective Evaluation of Visual Perceptual Similarity: A Benchmark and Beyond	Aug 28, 2023	Retrieval	CodeCode Available	5
Can Diffusion Models Provide Rigorous Uncertainty Quantification for Bayesian Inverse Problems?	Mar 4, 2025	Image InpaintingRetrieval	CodeCode Available	5
Efficient Diffusion on Region Manifolds: Recovering Small Objects with Compact CNN Representations	Nov 16, 2016	Image RetrievalRetrieval	CodeCode Available	5
Geolocation Estimation of Photos using a Hierarchical Model and Scene Classification	Sep 1, 2018	General ClassificationImage Classification	CodeCode Available	5

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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