Cloud Segmentation on SEVIRI (test)
83.1Balanced AccuracyHighFM_MT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HighFM_MTLoss Function=cross-entropy loss, Data Augmentation=none2026.04 | 83.1 | 68.3 | 73.7 | 82.3 | 84 | |
| HighFM_STLoss Function=Dice loss, Data Augmentation=none2026.04 | 82.9 | 68.1 | 73.1 | 82.8 | 83 | |
| HighFM_MTLoss Function=Dice loss, Data Augmentation=none2026.04 | 82.9 | 67.8 | 74 | 80.4 | 85.4 | |
| HighFM_STLoss Function=cross-entropy loss, Data Augmentation=none2026.04 | 82.8 | 67.8 | 73.1 | 82.3 | 83.3 | |
| ViT-B/4_scratchLoss Function=cross-entropy loss, Data Augmentation=none2026.04 | 82.6 | 67.7 | 72.7 | 82.7 | 82.6 | |
| PanopticonLoss Function=cross-entropy loss, Data Augmentation=none2026.04 | 82.6 | 67.4 | 73 | 81.5 | 83.7 | |
| Copernicus-FMLoss Function=cross-entropy loss, Data Augmentation=none2026.04 | 82.5 | 67.2 | 73 | 80.9 | 84 | |
| ViT-B/4_scratchLoss Function=Dice loss, Data Augmentation=none2026.04 | 82.4 | 67 | 73.4 | 79.7 | 85.1 | |
| PanopticonLoss Function=Dice loss, Data Augmentation=none2026.04 | 82 | 66.1 | 73.6 | 77.2 | 86.8 | |
| ViT-B/4_ImageNetLoss Function=cross-entropy loss, Data Augmentation=none2026.04 | 81.9 | 66.7 | 71.3 | 82.9 | 80.8 | |
| ViT-B/4_ImageNetLoss Function=Dice loss, Data Augmentation=none2026.04 | 81.9 | 66.2 | 72.8 | 79.1 | 84.7 | |
| Copernicus-FMLoss Function=Dice loss, Data Augmentation=none2026.04 | 81.9 | 66.2 | 72.8 | 79.1 | 84.8 | |
| U-Net_scratchLoss Function=Dice loss, Data Augmentation=none2026.04 | 79.3 | 61.5 | 71.2 | 71.6 | 87.1 | |
| U-Net_scratchLoss Function=cross-entropy loss, Data Augmentation=none2026.04 | 79.2 | 61.8 | 70.1 | 74.3 | 84.2 |