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 4741–4750 of 14297 papers

Title	Date	Tasks	Status	Score
Elevating All Zero-Shot Sketch-Based Image Retrieval Through Multimodal Prompt Learning	Jul 5, 2024	AllImage Retrieval	CodeCode Available	5
CASCADE Your Datasets for Cross-Mode Knowledge Retrieval of Language Models	Apr 2, 2025	MemorizationRetrieval	CodeCode Available	5
Hard Example Generation by Texture Synthesis for Cross-domain Shape Similarity Learning	Oct 23, 2020	3D Shape RetrievalMetric Learning	CodeCode Available	5
Harnessing Evolution of Multi-Turn Conversations for Effective Answer Retrieval	Dec 22, 2019	Retrievalspeech-recognition	CodeCode Available	5
HBST: A Hamming Distance embedding Binary Search Tree for Visual Place Recognition	Feb 26, 2018	Image RetrievalRetrieval	CodeCode Available	5
Evaluating Multilingual Text Encoders for Unsupervised Cross-Lingual Retrieval	Jan 21, 2021	Cross-Lingual Word EmbeddingsRepresentation Learning	CodeCode Available	5
Hierarchical Matching and Reasoning for Multi-Query Image Retrieval	Jun 26, 2023	Image RetrievalRetrieval	CodeCode Available	5
How Train-Test Leakage Affects Zero-shot Retrieval	Jun 29, 2022	Retrieval	CodeCode Available	5
HADA: A Graph-based Amalgamation Framework in Image-text Retrieval	Jan 11, 2023	Graph Neural NetworkImage Retrieval	CodeCode Available	5
Elastic Functional Coding of Riemannian Trajectories	Mar 7, 2016	Action AnalysisRetrieval	CodeCode Available	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