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 3741–3750 of 14297 papers

Title	Date	Tasks	Status
Detection Bank: An Object Detection Based Video Representation for Multimedia Event Recognition	May 28, 2014	Event DetectionObject	—Unverified
Detection-by-Localization: Maintenance-Free Change Object Detector	Sep 14, 2018	Change DetectionInformation Retrieval	—Unverified
Beyond Retrieval: Generating Narratives in Conversational Recommender Systems	Oct 22, 2024	Conversational RecommendationRecommendation Systems	—Unverified
Detection, Retrieval, and Explanation Unified: A Violence Detection System Based on Knowledge Graphs and GAT	Jan 7, 2025	Graph AttentionKnowledge Graphs	—Unverified
Effective Multi-Query Expansions: Collaborative Deep Networks for Robust Landmark Retrieval	Jan 18, 2017	Collaborative FilteringRetrieval	—Unverified
Detect, Retrieve, Comprehend: A Flexible Framework for Zero-Shot Document-Level Question Answering	Oct 4, 2022	Question AnsweringRetrieval	—Unverified
Data Augmentation for Text-based Person Retrieval Using Large Language Models	May 20, 2024	Data AugmentationPerson Retrieval	—Unverified
Deterministic fast and stable phase retrieval in multiple dimensions	Jul 1, 2024	Retrieval	—Unverified
Detours for Navigating Instructional Videos	Jan 3, 2024	16kQuestion Answering	—Unverified
Analysis of Robocode Robot Adaptive Confrontation Based on Zero-Sum Game	Jul 4, 2022	Information RetrievalRetrieval	—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