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 2371–2380 of 14297 papers

Title	Date	Tasks	Status	Hype
Soft Contrastive Learning for Visual Localization	Dec 1, 2020	Contrastive LearningImage Retrieval	CodeCode Available	1
SuperLoss: A Generic Loss for Robust Curriculum Learning	Dec 1, 2020	image-classificationImage Classification	CodeCode Available	1
CodeCMR: Cross-Modal Retrieval For Function-Level Binary Source Code Matching	Dec 1, 2020	Computer SecurityCross-Modal Retrieval	CodeCode Available	1
MVTN: Multi-View Transformation Network for 3D Shape Recognition	Nov 26, 2020	3D Classification3D Object Retrieval	CodeCode Available	1
Benchmarking Image Retrieval for Visual Localization	Nov 24, 2020	Autonomous DrivingBenchmarking	CodeCode Available	1
Towards Zero-shot Cross-lingual Image Retrieval	Nov 24, 2020	Image RetrievalRetrieval	CodeCode Available	1
Large Scale Multimodal Classification Using an Ensemble of Transformer Models and Co-Attention	Nov 23, 2020	ClassificationGeneral Classification	CodeCode Available	1
Re-identification = Retrieval + Verification: Back to Essence and Forward with a New Metric	Nov 23, 2020	Image RetrievalRetrieval	CodeCode Available	1
Peeking inside the Black Box: Interpreting Deep Learning Models for Exoplanet Atmospheric Retrievals	Nov 23, 2020	Retrieval	CodeCode Available	1
QuerYD: A video dataset with high-quality text and audio narrations	Nov 22, 2020	RetrievalVideo Understanding	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