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 961–970 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Connecting the Dots between Audio and Text without Parallel Data through Visual Knowledge Transfer	Dec 16, 2021	Audio ClassificationAudio Tagging	CodeCode Available	1	5
EigenPlaces: Training Viewpoint Robust Models for Visual Place Recognition	Aug 21, 2023	GPUImage Retrieval	CodeCode Available	1	5
End-to-end Knowledge Retrieval with Multi-modal Queries	Jun 1, 2023	BenchmarkingCross-Modal Retrieval	CodeCode Available	1	5
2nd Place and 2nd Place Solution to Kaggle Landmark Recognition andRetrieval Competition 2019	Jun 10, 2019	Landmark RecognitionReranking	CodeCode Available	1	5
Progressive Correspondence Pruning by Consensus Learning	Jan 3, 2021	Camera Pose EstimationDenoising	CodeCode Available	1	5
FooDI-ML: a large multi-language dataset of food, drinks and groceries images and descriptions	Oct 5, 2021	Conditional Image GenerationImage Generation	CodeCode Available	1	5
2nd Place Solution to Google Landmark Retrieval 2021	Oct 8, 2021	Image RetrievalPerson Re-Identification	CodeCode Available	1	5
Constructing and Evaluating Declarative RAG Pipelines in PyTerrier	Jun 12, 2025	Natural QuestionsRAG	CodeCode Available	1	5
Constructing Multi-Modal Dialogue Dataset by Replacing Text with Semantically Relevant Images	Jul 19, 2021	RetrievalSentence	CodeCode Available	1	5
Evade Deep Image Retrieval by Stashing Private Images in the Hash Space	Jun 1, 2020	Image RetrievalRetrieval	CodeCode Available	1	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