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 2751–2760 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Long-Term Person Re-identification with Dramatic Appearance Change: Algorithm and Benchmark	Oct 1, 2022	Human ParsingPerson Re-Identification	CodeCode Available	1	5
MetaGen Blended RAG: Higher Accuracy for Domain-Specific Q&A Without Fine-Tuning	May 23, 2025	Few-Shot LearningQuestion Answering	CodeCode Available	1	5
Fine-grained Post-training for Improving Retrieval-based Dialogue Systems	May 24, 2021	Conversational Response SelectionRetrieval	CodeCode Available	1	5
Fine-grained Textual Inversion Network for Zero-Shot Composed Image Retrieval	Mar 25, 2025	AttributeImage Retrieval	CodeCode Available	1	5
Neural Machine Translation with Contrastive Translation Memories	Dec 6, 2022	Contrastive LearningMachine Translation	CodeCode Available	1	5
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders	Aug 12, 2020	Cross-Modal Information RetrievalCross-Modal Retrieval	CodeCode Available	1	5
R2Former: Unified Retrieval and Reranking Transformer for Place Recognition	Jan 1, 2023	Feature CorrelationReranking	CodeCode Available	1	5
Connecting Language and Vision for Natural Language-Based Vehicle Retrieval	May 31, 2021	Language ModellingManagement	CodeCode Available	1	5
Semantic Entity Retrieval Toolkit	Jun 12, 2017	ClusteringEntity Retrieval	CodeCode Available	1	5
Leveraging Geometry for Shape Estimation from a Single RGB Image	Nov 10, 2021	ObjectRetrieval	CodeCode Available	0	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