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

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Showing 3461–3470 of 14297 papers

Title	Date	Tasks	Status
Deep Graph Matching and Searching for Semantic Code Retrieval	Oct 24, 2020	Graph MatchingRetrieval	—Unverified
Bag-of-Words Baselines for Semantic Code Search	Aug 1, 2021	Code SearchInformation Retrieval	—Unverified
Data Management Challenges for Internet-scale 3D Search Engines	Sep 8, 2022	Information RetrievalManagement	—Unverified
Deep Hashing for Secure Multimodal Biometrics	Dec 29, 2020	BinarizationDeep Hashing	—Unverified
Deep Hashing Learning for Visual and Semantic Retrieval of Remote Sensing Images	Sep 10, 2019	Deep HashingImage Retrieval	—Unverified
Data level and decision level fusion of satellite multi-sensor AOD retrievals for improving PM2.5 estimations, a study on Tehran	Feb 1, 2023	Retrieval	—Unverified
AutoMerge: A Framework for Map Assembling and Smoothing in City-scale Environments	Jul 14, 2022	Loop Closure DetectionRetrieval	—Unverified
Deep Hashing with Active Pairwise Supervision	Aug 1, 2020	Deep HashingRetrieval	—Unverified
An Automatic Image Content Retrieval Method for better Mobile Device Display User Experiences	Aug 26, 2021	ClassificationContent-Based Image Retrieval	—Unverified
Phase-based Minimalist Parsing and complexity in non-local dependencies	Jun 3, 2019	Retrieval	—Unverified

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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