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 2381–2390 of 14297 papers

Title	Date	Tasks	Status	Hype
Introducing a Class-Aware Metric for Monocular Depth Estimation: An Automotive Perspective	Sep 6, 2024	Depth EstimationMonocular Depth Estimation	CodeCode Available	0
Zero-Shot Whole Slide Image Retrieval in Histopathology Using Embeddings of Foundation Models	Sep 6, 2024	DiagnosticImage Retrieval	—Unverified	0
Learning vs Retrieval: The Role of In-Context Examples in Regression with LLMs	Sep 6, 2024	In-Context LearningMeta-Learning	CodeCode Available	0
Zeroshot Listwise Learning to Rank Algorithm for Recommendation	Sep 5, 2024	Information RetrievalLearning-To-Rank	—Unverified	0
Vietnamese Legal Information Retrieval in Question-Answering System	Sep 5, 2024	HallucinationInformation Retrieval	—Unverified	0
MARAGS: A Multi-Adapter System for Multi-Task Retrieval Augmented Generation Question Answering	Sep 5, 2024	Question AnsweringRAG	—Unverified	0
HGAMN: Heterogeneous Graph Attention Matching Network for Multilingual POI Retrieval at Baidu Maps	Sep 5, 2024	Graph Attentionpoint of interests	—Unverified	0
Design and Evaluation of Camera-Centric Mobile Crowdsourcing Applications	Sep 4, 2024	Image RetrievalRetrieval	—Unverified	0
No Detail Left Behind: Revisiting Self-Retrieval for Fine-Grained Image Captioning	Sep 4, 2024	Image CaptioningRetrieval	—Unverified	0
Pooling And Attention: What Are Effective Designs For LLM-Based Embedding Models?	Sep 4, 2024	Information RetrievalRetrieval	CodeCode Available	1

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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