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 2551–2560 of 14297 papers

Title	Date	Tasks	Status	Hype
CoFiNet: Reliable Coarse-to-fine Correspondences for Robust PointCloud Registration	May 21, 2021	Keypoint DetectionPoint Cloud Registration	CodeCode Available	1
CONFLARE: CONFormal LArge language model REtrieval	Apr 4, 2024	Conformal PredictionLanguage Modeling	CodeCode Available	1
Learning a Predictable and Generative Vector Representation for Objects	Mar 29, 2016	Retrieval	CodeCode Available	1
Learning a Representation for Cover Song Identification Using Convolutional Neural Network	Nov 1, 2019	Cover song identificationInformation Retrieval	CodeCode Available	1
An overview on the evaluated video retrieval tasks at TRECVID 2022	Jun 22, 2023	Ad-hoc video searchRetrieval	CodeCode Available	1
Learning-Based Dimensionality Reduction for Computing Compact and Effective Local Feature Descriptors	Sep 27, 2022	Dimensionality ReductionImage Retrieval	CodeCode Available	1
Learning Compatible Embeddings	Aug 4, 2021	Knowledge DistillationRetrieval	CodeCode Available	1
Learning Condition Invariant Features for Retrieval-Based Localization from 1M Images	Aug 27, 2020	RetrievalTriplet	CodeCode Available	1
Broken Neural Scaling Laws	Oct 26, 2022	Adversarial RobustnessContinual Learning	CodeCode Available	1
BroadFace: Looking at Tens of Thousands of People at Once for Face Recognition	Aug 15, 2020	Face IdentificationFace Recognition	CodeCode Available	1

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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