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EuroSAT

Introduced by Helber et al. in EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification

Eurosat is a dataset and deep learning benchmark for land use and land cover classification. The dataset is based on Sentinel-2 satellite images covering 13 spectral bands and consisting out of 10 classes with in total 27,000 labeled and geo-referenced images.

Source: EuroSAT

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Benchmarks

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Task	Dataset Variant	Best Model
Image Classification	EuroSAT	IMP+MTP
Prompt Engineering	EuroSAT	PromptKD
Cross-Domain Few-Shot	EuroSAT	StyleAdv-FT
Few-Shot Learning	EuroSAT	Variational Prompt Tuning