EuroSAT

Benchmarks

Task Name	Dataset Name	SOTA Result
Image Classification	EuroSAT	Accuracy99.81	569
Image Classification	EuroSAT	Accuracy98.97	207
Image Classification	EuroSAT (test)	Accuracy99.11	141
Image Classification	EuroSAT	Base Accuracy98.41	104
Few-shot classification	EuroSAT	Accuracy92.37	98
Fine-grained classification	EuroSAT	Accuracy64.1	81
Image Classification	EuroSAT Base-to-New	Base Score95.83	67
5-way Classification	EuroSat	Average Accuracy95.34	51
Error Detection	EuroSAT	AuROC98.1	46
Base-to-Novel Generalization	EuroSAT	Base Score97.81	40
Image Classification	EUROSAT	Accuracy99	34
Satellite Image Classification	EuroSAT	Base Score96.29	34
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
Image Classification	EuroSAT	Accuracy58.3	26
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
Fine-grained Image Classification	EuroSAT (test)	Top-1 Test Error0.9	21
Satellite Image Classification	EuroSAT	Top-1 Acc96.6	20
Image Classification	EuroSAT 16-shot	Accuracy91.3	19

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