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 3501–3510 of 14297 papers

Title	Date	Tasks	Status	Hype
Fuse after Align: Improving Face-Voice Association Learning via Multimodal Encoder	Apr 15, 2024	Binary ClassificationContrastive Learning	—Unverified	0
Is Table Retrieval a Solved Problem? Exploring Join-Aware Multi-Table Retrieval	Apr 15, 2024	Open-Domain Question AnsweringQuestion Answering	—Unverified	0
Clothes-Changing Person Re-Identification with Feasibility-Aware Intermediary Matching	Apr 15, 2024	Clothes Changing Person Re-IdentificationPerson Re-Identification	—Unverified	0
Task-Driven Exploration: Decoupling and Inter-Task Feedback for Joint Moment Retrieval and Highlight Detection	Apr 14, 2024	Highlight DetectionMoment Retrieval	CodeCode Available	1
Competitive Retrieval: Going Beyond the Single Query	Apr 14, 2024	Retrieval	—Unverified	0
Learning with Noisy Correspondence	Apr 13, 2024	Cross-Modal RetrievalCross-modal retrieval with noisy correspondence	—Unverified	0
Generative AI Agent for Next-Generation MIMO Design: Fundamentals, Challenges, and Vision	Apr 13, 2024	AI AgentLanguage Modeling	—Unverified	0
Multilingual Evaluation of Semantic Textual Relatedness	Apr 13, 2024	Information RetrievalMachine Translation	—Unverified	0
Introducing Super RAGs in Mistral 8x7B-v1	Apr 13, 2024	RetrievalRetrieval-augmented Generation	—Unverified	0
Approximate Cluster-Based Sparse Document Retrieval with Segmented Maximum Term Weights	Apr 13, 2024	Passage RankingRetrieval	—Unverified	0

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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