SATIMAGE
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Anomaly Detection | Satimage 2 | AUC100 | 58 | |
| Imbalanced Classification | satimage | F1 Score76.1 | 25 | |
| Outlier Detection | Satimage-2 ADBench | AUROC (%)99.88 | 17 | |
| Outlier Detection | satimage-2 (Group I) | AUROC99.88 | 14 | |
| Tabular Anomaly Detection | Satimage-2 | AUC-ROC1 | 14 | |
| Outlier Detection | Satimage-2 | AP0.9092 | 11 | |
| Classification | SATIMAGE | Empirical Risk0.132 | 11 | |
| Anomaly Detection | satimage In-Domain 2 | F1 Score94.37 | 10 | |
| CASH | satimage (test) | Test Error8.55 | 9 | |
| Classification | SATIMAGE (test) | Accuracy82.1 | 9 | |
| Multiclass Classification | satimage | AUC99.25 | 7 | |
| Off-Policy Evaluation | SatImage (UCI) | MSE0.0016 | 6 | |
| Satellite Image Classification | satimage (train) | Misclassification Count1,381 | 3 | |
| Multiclass Classification | satimage | Accuracy91.2 | 2 |
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