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

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Showing 3601–3610 of 14297 papers

Title	Date	Tasks	Status
Automatic View-Point Selection for Inter-Operative Endoscopic Surveillance	Oct 13, 2016	Retrieval	—Unverified
Analysis of Wikipedia-based Corpora for Question Answering	Jan 6, 2018	Question AnsweringRetrieval	—Unverified
DeepShape: Deep Learned Shape Descriptor for 3D Shape Matching and Retrieval	Jun 1, 2015	Retrieval	—Unverified
An Empirical Study of Frame Selection for Text-to-Video Retrieval	Nov 1, 2023	RetrievalText to Video Retrieval	—Unverified
Bent & Broken Bicycles: Leveraging synthetic data for damaged object re-identification	Apr 16, 2023	Fraud DetectionImage Retrieval	—Unverified
Deep Sketch-Shape Hashing With Segmented 3D Stochastic Viewing	Jun 1, 2019	3D Shape Classification3D Shape Representation	—Unverified
Data-Efficient Ranking Distillation for Image Retrieval	Jul 10, 2020	Image RetrievalKnowledge Distillation	—Unverified
Automatic video scene segmentation based on spatial-temporal clues and rhythm	Dec 15, 2014	RetrievalRhythm	—Unverified
Data-Efficient Methods for Dialogue Systems	Dec 5, 2020	Anomaly DetectionData Augmentation	—Unverified
Data-Efficient Massive Tool Retrieval: A Reinforcement Learning Approach for Query-Tool Alignment with Language Models	Oct 4, 2024	In-Context LearningRetrieval	—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