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 2831–2840 of 14297 papers

Title	Date	Tasks	Status
Deep Barcodes for Fast Retrieval of Histopathology Scans	Apr 30, 2018	General ClassificationImage Retrieval	—Unverified
A Non-convex One-Pass Framework for Generalized Factorization Machine and Rank-One Matrix Sensing	Aug 21, 2016	Matrix CompletionRetrieval	—Unverified
A Comparative Study of DSL Code Generation: Fine-Tuning vs. Optimized Retrieval Augmentation	Jul 3, 2024	Code GenerationHallucination	—Unverified
Boosting Video-Text Retrieval with Explicit High-Level Semantics	Aug 8, 2022	RetrievalText Retrieval	—Unverified
Boosting Video Captioning with Dynamic Loss Network	Jul 25, 2021	image-classificationImage Classification	—Unverified
Adversarial contamination of networks in the setting of vertex nomination: a new trimming method	Aug 20, 2022	Information RetrievalRetrieval	—Unverified
3D-2D Neural Nets for Phase Retrieval in Noisy Interferometric Imaging	Feb 8, 2024	DecoderRetrieval	—Unverified
Deep Belief Nets for Topic Modeling	Jan 18, 2015	Collaborative FilteringRetrieval	—Unverified
Deep convolutional embedding for digitized painting clustering	Mar 19, 2020	ClusteringDeep Clustering	—Unverified
Boosting Text-to-Chart Retrieval through Training with Synthesized Semantic Insights	May 15, 2025	Retrieval	—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