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 3471–3480 of 14297 papers

Title	Date	Tasks	Status
Deep Hashing with Hash-Consistent Large Margin Proxy Embeddings	Jul 27, 2020	BinarizationClassification	—Unverified
Deep Hashing With Minimal-Distance-Separated Hash Centers	Jan 1, 2023	Deep HashingImage Retrieval	—Unverified
Deep Hashing with Triplet Quantization Loss	Oct 31, 2017	Deep HashingImage Retrieval	—Unverified
Deep Heterogeneous Hashing for Face Video Retrieval	Nov 4, 2019	RetrievalVideo Retrieval	—Unverified
DEEP HIERARCHICAL MODEL FOR HIERARCHICAL SELECTIVE CLASSIFICATION AND ZERO SHOT LEARNING	Sep 27, 2018	ClassificationObject Recognition	—Unverified
DeepHuMS: Deep Human Motion Signature for 3D Skeletal Sequences	Aug 15, 2019	Retrieval	—Unverified
Balancing Reinforcement Learning Training Experiences in Interactive Information Retrieval	Jun 5, 2020	Information Retrievalreinforcement-learning	—Unverified
Deep Learning for Instance Retrieval: A Survey	Jan 27, 2021	Content-Based Image RetrievalDeep Learning	—Unverified
Deep Image Retrieval is not Robust to Label Noise	May 23, 2022	ClassificationDeep Learning	—Unverified
Automating Legal Concept Interpretation with LLMs: Retrieval, Generation, and Evaluation	Jan 3, 2025	ArticlesRetrieval	—Unverified

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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