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 2441–2450 of 14297 papers

Title	Date	Tasks	Status	Hype
CLIP2Video: Mastering Video-Text Retrieval via Image CLIP	Jun 21, 2021	Language ModelingLanguage Modelling	CodeCode Available	1
CLIP4Clip: An Empirical Study of CLIP for End to End Video Clip Retrieval	Apr 18, 2021	RetrievalText Retrieval	CodeCode Available	1
Cross-Modal Retrieval with Partially Mismatched Pairs	Feb 22, 2023	Contrastive LearningCross-Modal Retrieval	CodeCode Available	1
Towards Completeness-Oriented Tool Retrieval for Large Language Models	May 25, 2024	Retrieval	CodeCode Available	1
Cross-modal Scene Graph Matching for Relationship-aware Image-Text Retrieval	Oct 11, 2019	Graph MatchingImage-text Retrieval	CodeCode Available	1
Cross-Modal Retrieval for Motion and Text via DopTriple Loss	May 7, 2023	Cross-Modal RetrievalRetrieval	CodeCode Available	1
1st Place Solution to Google Landmark Retrieval 2020	Aug 24, 2020	Metric LearningRetrieval	CodeCode Available	1
Image Retrieval on Real-life Images with Pre-trained Vision-and-Language Models	Aug 9, 2021	Composed Image Retrieval (CoIR)Image Retrieval	CodeCode Available	1
3D-CSL: self-supervised 3D context similarity learning for Near-Duplicate Video Retrieval	Nov 10, 2022	RetrievalSelf-Supervised Learning	CodeCode Available	1
Cross-modal Retrieval with Noisy Correspondence via Consistency Refining and Mining	Mar 25, 2024	Cross-Modal RetrievalCross-modal retrieval with noisy correspondence	CodeCode Available	1

Show:10 25 50

← PrevPage 245 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