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 2141–2150 of 14297 papers

Title	Date	Tasks	Status	Hype
Video Contrastive Learning with Global Context	Aug 5, 2021	Action ClassificationAction Localization	CodeCode Available	1
Transfer Learning for Pose Estimation of Illustrated Characters	Aug 4, 2021	Activity RecognitionPose Estimation	CodeCode Available	1
CNN Based Autoencoder Application in Breast Cancer Image Retrieval	Aug 4, 2021	Image RetrievalMedical Image Retrieval	CodeCode Available	1
Learning Compatible Embeddings	Aug 4, 2021	Knowledge DistillationRetrieval	CodeCode Available	1
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance	Aug 2, 2021	CPUGPU	CodeCode Available	1
A Gradually Soft Multi-Task and Data-Augmented Approach to Medical Question Understanding	Aug 1, 2021	Data AugmentationDecoder	CodeCode Available	1
Product1M: Towards Weakly Supervised Instance-Level Product Retrieval via Cross-modal Pretraining	Jul 30, 2021	Retrieval	CodeCode Available	1
MTVR: Multilingual Moment Retrieval in Videos	Jul 30, 2021	Moment RetrievalRetrieval	CodeCode Available	1
Fast and Scalable Image Search For Histology	Jul 28, 2021	Image RetrievalPrognosis	CodeCode Available	1
DISP6D: Disentangled Implicit Shape and Pose Learning for Scalable 6D Pose Estimation	Jul 27, 2021	6D Pose EstimationMetric Learning	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