EuroSAT
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
EuroSAT (novel split)
82.34Accuracy
11
EuroSAT
65.94Accuracy (1-shot)
11
EuroSAT RGB to VRE (test)
98.6Accuracy
10
Eurosat
79.31Accuracy
10
EuroSAT
94.3Base Accuracy
10
EuroSAT
97.74Top-1 Accuracy
10
EuroSAT
54.8Clean Accuracy
10
EuroSAT
12.6Robust Accuracy
10
EuroSat v1.0
72.7Top-1 Accuracy
9
EuroSat
81.18Accuracy (Optical)
9
EuroSAT
66.9Robustness
9
EuroSAT
66.57Robustness
9
EuroSAT Square shift
4.4Classification Error
9
EuroSAT Monotone shift
5.3Classification Error
9
EuroSAT (all holdout data)
0.04Error Rate (Bernoulli)
9
EuroSAT
3.9Error (Bernoulli)
9
EuroSAT OOD (test)
18.71FPR95 (SUN)
8
EuroSAT
91.7Average Score
8
EuroSAT
13.19Robust Accuracy
8
EuroSAT
57.5Mean Per-Class Accuracy
8
EuroSAT 50-shot (test)
91.94Accuracy
8
EuroSat CDFSL (test)
83.44Accuracy (5-way 5-shot)
8
EuroSAT
45.52Top-1 Accuracy
7
EuroSAT VRE
98.6Accuracy
7
EuroSAT
98.59Clean Accuracy
7