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 3821–3830 of 14297 papers

Title	Date	Tasks	Status
Efficient Media Retrieval from Non-Cooperative Queries	Nov 19, 2014	Optical Character Recognition (OCR)Retrieval	—Unverified
Diffusion Processes for Retrieval Revisited	Jun 1, 2013	Retrieval	—Unverified
Darwinian Model Upgrades: Model Evolving with Selective Compatibility	Oct 13, 2022	Face Recognitionmodel	—Unverified
DiffusionVMR: Diffusion Model for Joint Video Moment Retrieval and Highlight Detection	Aug 29, 2023	DenoisingHighlight Detection	—Unverified
Diffusion vs. Autoregressive Language Models: A Text Embedding Perspective	May 21, 2025	Instruction FollowingLanguage Modeling	—Unverified
Digging Into Self-Supervised Learning of Feature Descriptors	Oct 10, 2021	Image-Based LocalizationImage Retrieval	—Unverified
Bilingual Terminology Extraction Using Neural Word Embeddings on Comparable Corpora	Sep 1, 2021	ManagementRetrieval	—Unverified
Mixed-initiative Query Rewriting in Conversational Passage Retrieval	Jul 17, 2023	Passage RetrievalRetrieval	—Unverified
Dimensionality Detection and Integration of Multiple Data Sources via the GP-LVM	Jul 1, 2013	Binary ClassificationModel Selection	—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