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 2281–2290 of 14297 papers

Title	Date	Tasks	Status	Hype
Proxy Synthesis: Learning with Synthetic Classes for Deep Metric Learning	Mar 29, 2021	Image RetrievalMetric Learning	CodeCode Available	1
A Comprehensive Review of the Video-to-Text Problem	Mar 27, 2021	Question AnsweringRetrieval	CodeCode Available	1
More Photos are All You Need: Semi-Supervised Learning for Fine-Grained Sketch Based Image Retrieval	Mar 25, 2021	AllCross-Modal Retrieval	CodeCode Available	1
NaturalProofs: Mathematical Theorem Proving in Natural Language	Mar 24, 2021	Automated Theorem ProvingDomain Generalization	CodeCode Available	1
Revamping Cross-Modal Recipe Retrieval with Hierarchical Transformers and Self-supervised Learning	Mar 24, 2021	Cross-Modal RetrievalRetrieval	CodeCode Available	1
CSFCube -- A Test Collection of Computer Science Research Articles for Faceted Query by Example	Mar 24, 2021	ArticlesInformation Retrieval	CodeCode Available	1
VLGrammar: Grounded Grammar Induction of Vision and Language	Mar 24, 2021	ClusteringContrastive Learning	CodeCode Available	1
Temporal Context Aggregation Network for Temporal Action Proposal Refinement	Mar 24, 2021	Action DetectionAction Localization	CodeCode Available	1
NDT-Transformer: Large-Scale 3D Point Cloud Localisation using the Normal Distribution Transform Representation	Mar 23, 2021	Autonomous DrivingLoop Closure Detection	CodeCode Available	1
Multi-Modal Answer Validation for Knowledge-Based VQA	Mar 23, 2021	Question AnsweringRetrieval	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