Flood risk prediction on ImpactMesh Flood
39.8F1 Score (Flood)TerraFlow-Base-TDS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TerraFlow-Base-TDSPretrained Weights=Yes, Temporal Attention=Yes, Loss=MSE2026.03 | 39.8 | 4.8 | |
| TerraFlow-Base-TDSPretrained Weights=Yes, Temporal Attention=Yes, Loss=CE2026.03 | 39.7 | 4.9 | |
| TerraFlow-Base-RSPretrained Weights=Yes, Temporal Attention=Yes, Loss=CE2026.03 | 38.2 | 4.9 | |
| TerraFlow-Tiny-TDSPretrained Weights=Yes, Temporal Attention=Yes, Loss=CE2026.03 | 38.1 | 5 | |
| TerraFlow-Base-RSPretrained Weights=Yes, Temporal Attention=Yes, Loss=MSE2026.03 | 37.4 | 4.8 | |
| TerraMind 1.0 BasePretrained Weights=Yes, Temporal Attention=Yes, Loss=CE2026.03 | 36.9 | 5.2 | |
| TerraMind 1.0 BasePretrained Weights=Yes, Temporal Attention=No, Loss=CE2026.03 | 36.3 | 5.3 | |
| TerraFlow-Tiny-RSPretrained Weights=Yes, Temporal Attention=Yes, Loss=CE2026.03 | 36 | 5 | |
| TerraMind 1.0 TinyPretrained Weights=Yes, Temporal Attention=Yes, Loss=CE2026.03 | 33.2 | 5.2 | |
| TerraMind 1.0 TinyPretrained Weights=Yes, Temporal Attention=No, Loss=CE2026.03 | 32.9 | 6.2 | |
| ViT-BasePretrained Weights=No, Temporal Attention=Yes, Loss=CE2026.03 | 24 | 5.3 | |
| ViT-TinyPretrained Weights=No, Temporal Attention=Yes, Loss=CE2026.03 | 21.5 | 5.8 |