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 4821–4830 of 14297 papers

Title	Date	Tasks	Status	Score
Classification of Visualization Types and Perspectives in Patents	Jul 19, 2023	ClassificationRetrieval	CodeCode Available	5
Learning Discriminative 3D Shape Representations by View Discerning Networks	Aug 11, 2018	3D Shape Recognition3D Shape Representation	CodeCode Available	5
GRATR: Zero-Shot Evidence Graph Retrieval-Augmented Trustworthiness Reasoning	Aug 22, 2024	Decision MakingHallucination	CodeCode Available	5
Efficient Nearest Neighbors Search for Large-Scale Landmark Recognition	Jun 15, 2018	Landmark RecognitionRetrieval	CodeCode Available	5
GRAMMAR: Grounded and Modular Methodology for Assessment of Closed-Domain Retrieval-Augmented Language Model	Apr 30, 2024	Language ModelingLanguage Modelling	CodeCode Available	5
CapEnrich: Enriching Caption Semantics for Web Images via Cross-modal Pre-trained Knowledge	Nov 17, 2022	Concept AlignmentRetrieval	CodeCode Available	5
Graph-based Hierarchical Relevance Matching Signals for Ad-hoc Retrieval	Feb 22, 2021	Retrieval	CodeCode Available	5
Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object Detection	Apr 27, 2023	3D Object DetectionAll	CodeCode Available	5
Gram Barcodes for Histopathology Tissue Texture Retrieval	Nov 28, 2021	Image RetrievalRetrieval	CodeCode Available	5
Graph Based Temporal Aggregation for Video Retrieval	Nov 4, 2020	RetrievalVideo Retrieval	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