Flood risk prediction on Kuro Siwo
38F1 FloodTerraFlow-Base-RS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TerraFlow-Base-RSPretrained=true, Task-Adaptive=true, Loss=CE2026.03 | 38 | 9.7 | |
| TerraFlow-Base-TDSPretrained=true, Task-Adaptive=true, Loss=CE2026.03 | 36 | 11.1 | |
| TerraFlow-Base-RSPretrained=true, Task-Adaptive=true, Loss=MSE2026.03 | 35.3 | 9.1 | |
| TerraFlow-Base-TDSPretrained=true, Task-Adaptive=true, Loss=MSE2026.03 | 35.2 | 9.5 | |
| TerraFlow-Tiny-RSPretrained=true, Task-Adaptive=true, Loss=CE2026.03 | 31.4 | 11.3 | |
| TerraMind 1.0 TinyPretrained=true, Task-Adaptive=true, Loss=CE2026.03 | 30 | 11 | |
| TerraMind 1.0 BasePretrained=true, Task-Adaptive=true, Loss=CE2026.03 | 29.1 | 10.2 | |
| TerraFlow-Tiny-TDSPretrained=true, Task-Adaptive=true, Loss=CE2026.03 | 26.8 | 14.1 | |
| TerraMind 1.0 BasePretrained=true, Task-Adaptive=false, Loss=CE2026.03 | 25 | 16.3 | |
| ResNet18Pretrained=false, Task-Adaptive=false, Loss=CE2026.03 | 23.6 | 14.8 | |
| TerraMind 1.0 TinyPretrained=true, Task-Adaptive=false, Loss=CE2026.03 | 23.2 | 12.1 | |
| ResNet50Pretrained=false, Task-Adaptive=false, Loss=CE2026.03 | 23 | 15.5 | |
| ResNet101Pretrained=false, Task-Adaptive=false, Loss=CE2026.03 | 22.6 | 15.3 | |
| ViT-TinyPretrained=false, Task-Adaptive=true, Loss=CE2026.03 | 18.9 | 11.6 | |
| ViT-BasePretrained=false, Task-Adaptive=true, Loss=CE2026.03 | 16.5 | 12.2 |