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 2471–2480 of 14297 papers

Title	Date	Tasks	Status	Hype
Dynamic Object Removal and Spatio-Temporal RGB-D Inpainting via Geometry-Aware Adversarial Learning	Aug 12, 2020	Image-to-Image TranslationRetrieval	CodeCode Available	1
OCoR: An Overlapping-Aware Code Retriever	Aug 12, 2020	Retrieval	CodeCode Available	1
Fine-grained Visual Textual Alignment for Cross-Modal Retrieval using Transformer Encoders	Aug 12, 2020	Cross-Modal Information RetrievalCross-Modal Retrieval	CodeCode Available	1
Text as Neural Operator: Image Manipulation by Text Instruction	Aug 11, 2020	Conditional Image GenerationImage Captioning	CodeCode Available	1
Retrieval Guided Unsupervised Multi-domain Image-to-Image Translation	Aug 11, 2020	Image RetrievalImage-to-Image Translation	CodeCode Available	1
Towards Accurate Pixel-wise Object Tracking by Attention Retrieval	Aug 6, 2020	ObjectObject Tracking	CodeCode Available	1
Mixing-Specific Data Augmentation Techniques for Improved Blind Violin/Piano Source Separation	Aug 6, 2020	Data AugmentationInformation Retrieval	CodeCode Available	1
Self-supervised Video Representation Learning Using Inter-intra Contrastive Framework	Aug 6, 2020	Action Recognition In VideosContrastive Learning	CodeCode Available	1
Temporal Context Aggregation for Video Retrieval with Contrastive Learning	Aug 4, 2020	Contrastive LearningRepresentation Learning	CodeCode Available	1
The End-of-End-to-End: A Video Understanding Pentathlon Challenge (2020)	Aug 3, 2020	Natural Language QueriesRetrieval	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