Fire Detection on SEVIRI (test)
92.5Balanced AccuracyHighFM_MT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HighFM_MTLoss Function=cross-entropy, Data Augmentation=true2026.04 | 92.5 | 96 | 7.9 | 96.1 | 89 | |
| HighFM_STLoss Function=cross-entropy, Data Augmentation=true2026.04 | 91.7 | 95.3 | 6.6 | 95.4 | 88.1 | |
| Copernicus-FMLoss Function=cross-entropy, Data Augmentation=true2026.04 | 89.4 | 94.3 | 5.3 | 94.3 | 84.5 | |
| PanopticonLoss Function=cross-entropy, Data Augmentation=true2026.04 | 88.8 | 92.8 | 4.4 | 92.9 | 84.8 | |
| ViT-B/4_scratchLoss Function=cross-entropy, Data Augmentation=true, Pre-training=none (scratch)2026.04 | 88.3 | 93.7 | 4.8 | 93.7 | 82.9 | |
| ViT-B/4_ImageNetLoss Function=cross-entropy, Data Augmentation=true, Pre-training=ImageNet2026.04 | 85.6 | 94.2 | 4.9 | 94.3 | 76.9 | |
| U-Net_scratchLoss Function=cross-entropy, Data Augmentation=true, Pre-training=none (scratch)2026.04 | 83.4 | 86.6 | 2.2 | 86.7 | 80.2 | |
| HighFM_MTLoss Function=Dice loss, Data Augmentation=true2026.04 | 74.8 | 99.7 | 35.2 | 99.8 | 49.7 | |
| HighFM_STLoss Function=Dice loss, Data Augmentation=true2026.04 | 74 | 99.6 | 34 | 99.8 | 48.1 | |
| ViT-B/4_ImageNetLoss Function=Dice loss, Data Augmentation=true, Pre-training=ImageNet2026.04 | 71.9 | 99.4 | 25.8 | 99.7 | 44.2 | |
| Copernicus-FMLoss Function=Dice loss, Data Augmentation=true2026.04 | 71.7 | 99.6 | 31.3 | 99.9 | 43.6 | |
| ViT-B/4_scratchLoss Function=Dice loss, Data Augmentation=true, Pre-training=none (scratch)2026.04 | 70.9 | 99.6 | 28.6 | 99.8 | 41.9 | |
| PanopticonLoss Function=Dice loss, Data Augmentation=true2026.04 | 70.9 | 99.6 | 28.3 | 99.8 | 42 | |
| U-Net_scratchLoss Function=Dice loss, Data Augmentation=true, Pre-training=none (scratch)2026.04 | 68.4 | 99.6 | 27.2 | 99.9 | 36.9 |