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 1341–1350 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
A Strong Baseline for Fashion Retrieval with Person Re-Identification Models	Mar 9, 2020	Image RetrievalRetrieval	CodeCode Available	1	5
Cognitive Reframing of Negative Thoughts through Human-Language Model Interaction	May 4, 2023	In-Context LearningLanguage Modeling	CodeCode Available	1	5
Fast Exact Retrieval for Nearest-neighbor Lookup (FERN)	May 7, 2024	Retrieval	CodeCode Available	1	5
Feature Representation Learning for Unsupervised Cross-domain Image Retrieval	Jul 20, 2022	Contrastive LearningImage Retrieval	CodeCode Available	1	5
Familiarity-Aware Evidence Compression for Retrieval-Augmented Generation	Sep 19, 2024	RAGRetrieval	CodeCode Available	1	5
A Rotation-Invariant Framework for Deep Point Cloud Analysis	Mar 16, 2020	Point Cloud GenerationRetrieval	CodeCode Available	1	5
FashionBERT: Text and Image Matching with Adaptive Loss for Cross-modal Retrieval	May 20, 2020	Cross-Modal RetrievalRetrieval	CodeCode Available	1	5
Collaborative Retrieval for Large Language Model-based Conversational Recommender Systems	Feb 19, 2025	Collaborative FilteringConversational Recommendation	CodeCode Available	1	5
A Study of Situational Reasoning for Traffic Understanding	Jun 5, 2023	Decision MakingKnowledge Graphs	CodeCode Available	1	5
Candidate Set Re-ranking for Composed Image Retrieval with Dual Multi-modal Encoder	May 25, 2023	Composed Image Retrieval (CoIR)Image Retrieval	CodeCode Available	1	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