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EuroSAT

Benchmarks

Task NameDataset NameSOTA ResultTrend
Image ClassificationEuroSAT
Accuracy99.81
497
Image ClassificationEuroSAT
Accuracy98.97
83
Image ClassificationEuroSAT
Base Accuracy98.41
70
Few-shot classificationEuroSAT
Accuracy90.85
67
Image ClassificationEuroSAT Base-to-New
Base Score95.83
65
Image ClassificationEuroSAT (test)
Accuracy99.11
59
Fine-grained classificationEuroSAT
Accuracy64.1
57
5-way ClassificationEuroSat
Average Accuracy95.34
51
Image ClassificationEUROSAT
Accuracy99
34
Fine-grained classificationEuroSAT (novel classes)
Expected Calibration Error3.33
28
Fine-grained classificationEuroSAT base classes
Accuracy93.6
27
Error DetectionEuroSAT
AuROC98.1
27
Cross-domain few-shot classificationEuroSAT
Accuracy0.9606
27
Base-to-Novel GeneralizationEuroSAT
Base Score97.81
26
Image ClassificationEuroSAT
Accuracy58.3
26
Satellite Image ClassificationEuroSAT
Base Score95.31
23
Fine-grained Image ClassificationEuroSAT (test)
Top-1 Test Error0.9
21
Few-shot classificationEuroSAT 5-5 (Unseen classes)
Accuracy0.8564
18
Few-shot classificationEuroSAT All classes 5-5
Accuracy92.83
18
Scene ClassificationEuroSAT Sentinel-2 (train val)
OA99.3
18
Few-shot Image ClassificationEuroSAT (test)
1-Shot Accuracy94.3
18
Satellite Image ClassificationEuroSAT
Top-1 Acc96.6
17
Image ClassificationEuroSAT H (harmonic mean)
Accuracy88.66
16
Few-shot classificationEuroSat (test)
Accuracy87.65
16
Remote Sensing Scene ClassificationEuroSAT
Top-1 Accuracy51.4
15
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