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 1561–1570 of 14297 papers

Title	Date	Tasks	Status	Hype	Score
Learning an Adaptation Function to Assess Image Visual Similarities	Jun 3, 2022	Image CategorizationImage Similarity Search	CodeCode Available	1	5
Learning a Predictable and Generative Vector Representation for Objects	Mar 29, 2016	Retrieval	CodeCode Available	1	5
Learning Attribute-Driven Disentangled Representations for Interactive Fashion Retrieval	Jan 1, 2021	AttributeDisentanglement	CodeCode Available	1	5
Learning-Based Dimensionality Reduction for Computing Compact and Effective Local Feature Descriptors	Sep 27, 2022	Dimensionality ReductionImage Retrieval	CodeCode Available	1	5
DeepPatent: Large scale patent drawing recognition and retrieval	Jan 1, 2022	Image RetrievalRetrieval	CodeCode Available	1	5
Learning Compatible Embeddings	Aug 4, 2021	Knowledge DistillationRetrieval	CodeCode Available	1	5
CascadER: Cross-Modal Cascading for Knowledge Graph Link Prediction	May 16, 2022	Information RetrievalKnowledge Graph Embeddings	CodeCode Available	1	5
Deep Relational Metric Learning	Aug 23, 2021	Image ClusteringMetric Learning	CodeCode Available	1	5
Deep Reinforcement Learning with Task-Adaptive Retrieval via Hypernetwork	Jun 19, 2023	Decision MakingDeep Reinforcement Learning	CodeCode Available	1	5
FooDI-ML: a large multi-language dataset of food, drinks and groceries images and descriptions	Oct 5, 2021	Conditional Image GenerationImage Generation	CodeCode Available	1	5

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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