Fire risk prediction on ImpactMesh-Fire
56.6F1 Score (Fire)TerraFlow-Base-TDS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TerraFlow-Base-TDSPretrained Weights=Yes, Temporal Attention=Yes, Loss=CE2026.03 | 56.6 | 18.6 | |
| TerraFlow-Base-RSPretrained Weights=Yes, Temporal Attention=Yes, Loss=CE2026.03 | 56.5 | 19.2 | |
| TerraFlow-Tiny-TDSPretrained Weights=Yes, Temporal Attention=Yes, Loss=CE2026.03 | 56.3 | 19.2 | |
| TerraFlow-Base-TDSPretrained Weights=Yes, Temporal Attention=Yes, Loss=MSE2026.03 | 56.3 | 20.1 | |
| TerraMind 1.0 BasePretrained Weights=Yes, Temporal Attention=Yes, Loss=CE2026.03 | 56.2 | 19.4 | |
| TerraMind 1.0 TinyPretrained Weights=Yes, Temporal Attention=Yes, Loss=CE2026.03 | 56 | 20.3 | |
| TerraFlow-Tiny-RSPretrained Weights=Yes, Temporal Attention=Yes, Loss=CE2026.03 | 56 | 19.4 | |
| ViT-TinyPretrained Weights=No, Temporal Attention=Yes, Loss=CE2026.03 | 55.9 | 21.1 | |
| ViT-BasePretrained Weights=No, Temporal Attention=Yes, Loss=CE2026.03 | 55.8 | 20.5 | |
| TerraFlow-Base-RSPretrained Weights=Yes, Temporal Attention=Yes, Loss=MSE2026.03 | 55.7 | 19.9 | |
| TerraMind 1.0 BasePretrained Weights=Yes, Temporal Attention=No, Loss=CE2026.03 | 54.8 | 19.5 | |
| TerraMind 1.0 TinyPretrained Weights=Yes, Temporal Attention=No, Loss=CE2026.03 | 54.6 | 20.9 |