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 4051–4060 of 14297 papers

Title	Date	Tasks	Status
Domain Generalization with MixStyle	Apr 5, 2021	DiversityDomain Generalization	—Unverified
Domain-invariant feature learning in brain MR imaging for content-based image retrieval	Jan 2, 2025	Content-Based Image RetrievalDomain Adaptation	—Unverified
Enhancing Health Information Retrieval with RAG by Prioritizing Topical Relevance and Factual Accuracy	Feb 7, 2025	Information RetrievalMisinformation	—Unverified
Domain-matched Pre-training Tasks for Dense Retrieval	Jul 28, 2021	Information RetrievalPassage Retrieval	—Unverified
Enhancing Interactive Image Retrieval With Query Rewriting Using Large Language Models and Vision Language Models	Apr 29, 2024	Image RetrievalLanguage Modeling	—Unverified
Cycle-Contrast for Self-Supervised Video Representation Learning	Oct 28, 2020	Action RecognitionContrastive Learning	—Unverified
Cycle-Consistent Deep Generative Hashing for Cross-Modal Retrieval	Apr 30, 2018	Cross-Modal RetrievalRetrieval	—Unverified
Domain-Specific Improvement on Psychotherapy Chatbot Using Assistant	Apr 24, 2024	ChatbotDiversity	—Unverified
Evaluation of semantic relations impact in query expansion-based retrieval systems	Mar 30, 2022	Retrieval	—Unverified
Analysis and representation of Igbo text document for a text-based system	Sep 5, 2020	Information RetrievalRetrieval	—Unverified

Show:10 25 50

← PrevPage 406 of 1430Next →

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