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 3551–3560 of 14297 papers

Title	Date	Tasks	Status	Score
Attribute-Aware Deep Hashing with Self-Consistency for Large-Scale Fine-Grained Image Retrieval	Nov 21, 2023	AttributeDeep Hashing	CodeCode Available	5
Correcting the Triplet Selection Bias for Triplet Loss	Sep 1, 2018	Face RecognitionFine-Grained Image Classification	CodeCode Available	5
Attribute-Aware Attention Model for Fine-grained Representation Learning	Jan 2, 2019	AttributeFine-Grained Image Classification	CodeCode Available	5
Music Genre Classification using Large Language Models	Oct 10, 2024	ClassificationGenre classification	CodeCode Available	5
Contextual Knowledge Pursuit for Faithful Visual Synthesis	Nov 29, 2023	Language ModellingRetrieval	CodeCode Available	5
Corpus Poisoning via Approximate Greedy Gradient Descent	Jun 7, 2024	Information RetrievalRAG	CodeCode Available	5
Adaptive Fine-Grained Sketch-Based Image Retrieval	Jul 4, 2022	Image RetrievalMeta-Learning	CodeCode Available	5
BEKG: A Built Environment Knowledge Graph	Nov 5, 2022	named-entity-recognitionNamed Entity Recognition	CodeCode Available	5
Corpus-Level End-to-End Exploration for Interactive Systems	Nov 23, 2019	Reinforcement LearningReinforcement Learning (RL)	CodeCode Available	5
Attentive Memory Networks: Efficient Machine Reading for Conversational Search	Dec 19, 2017	Conversational SearchInformation Retrieval	CodeCode Available	5

Show:10 25 50

← PrevPage 356 of 1430Next →

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