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 3031–3040 of 14297 papers

Title	Date	Tasks	Status	Score
Learning to Detect Good Keypoints to Match Non-Rigid Objects in RGB Images	Dec 13, 2022	Keypoint DetectionRetrieval	CodeCode Available	5
Learning Text-Image Joint Embedding for Efficient Cross-Modal Retrieval with Deep Feature Engineering	Oct 22, 2021	Cross-Modal RetrievalFeature Engineering	CodeCode Available	5
An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation	Dec 24, 2021	Combinatorial OptimizationDeep Reinforcement Learning	CodeCode Available	5
Learning TFIDF Enhanced Joint Embedding for Recipe-Image Cross-Modal Retrieval Service	Aug 2, 2021	Cross-Modal RetrievalRetrieval	CodeCode Available	5
Learning Temporal Point Processes for Efficient Retrieval of Continuous Time Event Sequences	Feb 17, 2022	Point ProcessesRetrieval	CodeCode Available	5
Learning Spatial-context-aware Global Visual Feature Representation for Instance Image Retrieval	Jan 1, 2023	Image RetrievalRetrieval	CodeCode Available	5
A Dataset and Framework for Learning State-invariant Object Representations	Apr 9, 2024	ObjectObject Recognition	CodeCode Available	5
BCTH: A Novel Text Hashing Approach via Bayesian Clustering	Dec 1, 2020	ClusteringInformation Retrieval	CodeCode Available	5
Learning to Abstract for Memory-augmented Conversational Response Generation	Jul 1, 2019	Conversational Response GenerationDiversity	CodeCode Available	5
Learning to Retrieve Videos by Asking Questions	May 11, 2022	AI AgentRetrieval	CodeCode Available	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