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 3811–3820 of 14297 papers

Title	Date	Tasks	Status
PrivateMail: Supervised Manifold Learning of Deep Features With Differential Privacy for Image Retrieval	Feb 22, 2021	Computational EfficiencyContent-Based Image Retrieval	—Unverified
Darwinian Model Upgrades: Model Evolving with Selective Compatibility	Oct 13, 2022	Face Recognitionmodel	—Unverified
Differential Privacy with Random Projections and Sign Random Projections	May 22, 2023	Information RetrievalQuantization	—Unverified
Differentiating Phrase Structure Parsing and Memory Retrieval in the Brain	Jan 1, 2018	Retrieval	—Unverified
DiffPhase: Generative Diffusion-based STFT Phase Retrieval	Nov 8, 2022	ImputationRetrieval	—Unverified
Diffusion Art or Digital Forgery? Investigating Data Replication in Diffusion Models	Dec 7, 2022	Image RetrievalRetrieval	—Unverified
An Exam-based Evaluation Approach Beyond Traditional Relevance Judgments	Feb 1, 2024	Information RetrievalQuestion Answering	—Unverified
Diffusion Handles: Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D	Dec 2, 2023	3D Object RetrievalDepth Estimation	—Unverified
Diffusion Handles Enabling 3D Edits for Diffusion Models by Lifting Activations to 3D	Jan 1, 2024	3D Object RetrievalDepth Estimation	—Unverified
Automatic Recall of Software Lessons Learned for Software Project Managers	Oct 11, 2021	Information RetrievalRetrieval	—Unverified

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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