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 941–950 of 14297 papers

Title	Date	Tasks	Status	Hype
Fast and Incremental Loop Closure Detection Using Proximity Graphs	Nov 25, 2019	GPUImage Retrieval	CodeCode Available	1
A Simple and Efficient Reconstruction Backbone for Snapshot Compressive Imaging	Aug 17, 2021	Compressive SensingComputational Efficiency	CodeCode Available	1
A Molecular Multimodal Foundation Model Associating Molecule Graphs with Natural Language	Sep 12, 2022	Contrastive LearningCross-Modal Retrieval	CodeCode Available	1
Adaptive Nearest Neighbor Machine Translation	May 27, 2021	Machine TranslationNMT	CodeCode Available	1
Fast Online Hashing with Multi-Label Projection	Dec 3, 2022	Retrieval	CodeCode Available	1
Fast Passage Re-ranking with Contextualized Exact Term Matching and Efficient Passage Expansion	Aug 19, 2021	CPUInformation Retrieval	CodeCode Available	1
Unsupervised Sketch-to-Photo Synthesis	Sep 18, 2019	ColorizationData Augmentation	CodeCode Available	1
Feature Representation Learning for Unsupervised Cross-domain Image Retrieval	Jul 20, 2022	Contrastive LearningImage Retrieval	CodeCode Available	1
Federated Recommendation via Hybrid Retrieval Augmented Generation	Mar 7, 2024	HallucinationPrivacy Preserving	CodeCode Available	1
DecAF: Joint Decoding of Answers and Logical Forms for Question Answering over Knowledge Bases	Sep 30, 2022	Entity LinkingQuestion Answering	CodeCode Available	1

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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