EuroSAT

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	EuroSAT	Accuracy99.81	569
Image Classification	EuroSAT	Accuracy99.74	226
Image Classification	EuroSAT (test)	Accuracy99.7	177
Fine-grained classification	EuroSAT	Accuracy64.1	109
Few-shot classification	EuroSAT	Accuracy92.37	107
Image Classification	EuroSAT	Base Accuracy98.41	104
Image Classification	EuroSAT	Top-1 Accuracy99.3	90
Image Classification	EuroSAT Base-to-New	Base Score95.83	87
Image Classification	EUROSAT	Accuracy99	58
Base-to-Novel Generalization	EuroSAT	Base Score97.81	52
5-way Classification	EuroSat	Average Accuracy95.34	51
Error Detection	EuroSAT	AuROC98.1	48
Satellite Image Classification	EuroSAT	Base Score96.29	47
Image Classification	EuroSAT few-shot	Accuracy91.7	32
Image-to-image retrieval	EuroSAT	mAP62.8	30
5-way classification	EuroSAT (test)	Accuracy92.41	30
Fine-grained classification	EuroSAT (novel classes)	Expected Calibration Error3.33	28
Fine-grained classification	EuroSAT base classes	Accuracy93.6	27
Cross-domain few-shot classification	EuroSAT	Accuracy0.9606	27
Classification	EuroSAT	Top-1 Accuracy53.5	26
Image Classification	EuroSAT	Accuracy58.3	26
Classification	EuroSAT (test)	Top-1 Acc98.83	24
Image Classification	EuroSAT	Base Score96.37	23
Image Classification	EuroSAT 4-shot	Accuracy82.4	22
Zero-shot Classification	EuroSAT	Top-1 Clean Accuracy68.5	21

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