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 4421–4430 of 14297 papers

Title	Date	Tasks	Status	Hype
Adapt in Contexts: Retrieval-Augmented Domain Adaptation via In-Context Learning	Nov 20, 2023	Domain AdaptationIn-Context Learning	—Unverified	0
VLM-Eval: A General Evaluation on Video Large Language Models	Nov 20, 2023	Action RecognitionRetrieval	—Unverified	0
FinanceBench: A New Benchmark for Financial Question Answering	Nov 20, 2023	How to refund a wrong transaction in PhonePeQuestion Answering	CodeCode Available	3
Towards Robust Text Retrieval with Progressive Learning	Nov 20, 2023	Machine Reading ComprehensionQuestion Answering	CodeCode Available	0
Single-shot Phase Retrieval from a Fractional Fourier Transform Perspective	Nov 18, 2023	Retrieval	—Unverified	0
ShapeMatcher: Self-Supervised Joint Shape Canonicalization, Segmentation, Retrieval and Deformation	Nov 18, 2023	ObjectRetrieval	CodeCode Available	1
Lesion Search with Self-supervised Learning	Nov 18, 2023	Content-Based Image RetrievalContrastive Learning	—Unverified	0
A Comparative Analysis of Retrievability and PageRank Measures	Nov 17, 2023	Information RetrievalRetrieval	—Unverified	0
Cross-Modal Search and Exploration of Greek Painted Pottery	Nov 17, 2023	Data VisualizationRetrieval	—Unverified	0
3D-TexSeg: Unsupervised Segmentation of 3D Texture using Mutual Transformer Learning	Nov 17, 2023	RetrievalSegmentation	—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