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 4831–4840 of 14297 papers

Title	Date	Tasks	Status	Score
CapEnrich: Enriching Caption Semantics for Web Images via Cross-modal Pre-trained Knowledge	Nov 17, 2022	Concept AlignmentRetrieval	CodeCode Available	5
Graph Based Temporal Aggregation for Video Retrieval	Nov 4, 2020	RetrievalVideo Retrieval	CodeCode Available	5
Gram Barcodes for Histopathology Tissue Texture Retrieval	Nov 28, 2021	Image RetrievalRetrieval	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
GRADA: Graph-based Reranker against Adversarial Documents Attack	May 12, 2025	Natural QuestionsRAG	CodeCode Available	5
Efficient Machine Translation Domain Adaptation	Apr 26, 2022	Domain AdaptationLanguage Modeling	CodeCode Available	5
GPU-FV: Realtime Fisher Vector and Its Applications in Video Monitoring	Apr 12, 2016	CPUGPU	CodeCode Available	5
GPT-FinRE: In-context Learning for Financial Relation Extraction using Large Language Models	Jun 30, 2023	ArticlesFinancial Relation Extraction	CodeCode Available	5
Gradient-based Maximally Interfered Retrieval for Domain Incremental 3D Object Detection	Apr 27, 2023	3D Object DetectionAll	CodeCode Available	5
HDLxGraph: Bridging Large Language Models and HDL Repositories via HDL Graph Databases	May 21, 2025	RAGRetrieval	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