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 1601–1610 of 14297 papers

Title	Date	Tasks	Status	Hype
Hierarchical Contrast for Unsupervised Skeleton-based Action Representation Learning	Dec 5, 2022	Action RecognitionFew-Shot Skeleton-Based Action Recognition	CodeCode Available	1
Fast Online Hashing with Multi-Label Projection	Dec 3, 2022	Retrieval	CodeCode Available	1
UniKGQA: Unified Retrieval and Reasoning for Solving Multi-hop Question Answering Over Knowledge Graph	Dec 2, 2022	Language ModellingMulti-hop Question Answering	CodeCode Available	1
Nonparametric Masked Language Modeling	Dec 2, 2022	Language ModelingLanguage Modelling	CodeCode Available	1
Learning Progressive Modality-shared Transformers for Effective Visible-Infrared Person Re-identification	Dec 1, 2022	Person Re-IdentificationRetrieval	CodeCode Available	1
Improving Cross-Modal Retrieval with Set of Diverse Embeddings	Nov 30, 2022	Cross-Modal RetrievalRetrieval	CodeCode Available	1
Normalized Contrastive Learning for Text-Video Retrieval	Nov 30, 2022	Contrastive LearningCross-Modal Retrieval	CodeCode Available	1
Intra-class Adaptive Augmentation with Neighbor Correction for Deep Metric Learning	Nov 29, 2022	Image AugmentationImage Retrieval	CodeCode Available	1
Improving Commonsense in Vision-Language Models via Knowledge Graph Riddles	Nov 29, 2022	Data AugmentationDiagnostic	CodeCode Available	1
SuS-X: Training-Free Name-Only Transfer of Vision-Language Models	Nov 28, 2022	Retrievalzero-shot-classification	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