Wildfire Prediction on NDWS (test)
100CoverageLGBM+3way
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| LGBM+3wayParams=—, λ̂=[0,.03]2026.03 | 100 | 0 | 4 | 85.4 | |
| UNet+3wayParams=470K, λ̂=[0,.02]2026.03 | 100 | 0 | 5.1 | 96.9 | |
| ResGNN+3wayParams=229K, λ̂=[0,.02]2026.03 | 100 | 0 | 14.9 | 96.4 | |
| ResGNN+CRCParams=229K, λ̂=.0222026.03 | 94.8 | 5.2 | 15.1 | 96.4 | |
| UNet+CRCParams=470K, λ̂=.0022026.03 | 94.7 | 5.3 | 14.9 | 96.9 | |
| LGBM+CRCParams=—, λ̂=.0032026.03 | 94.1 | 5.9 | 62.6 | 85.4 | |
| ResGNN (p≥.5)Params=229K, λ̂=.5002026.03 | 71.5 | 28.5 | 3.1 | 96.4 | |
| UNet (p≥.5)Params=470K, λ̂=.5002026.03 | 39 | 61 | 0.7 | 96.9 | |
| LGBM (p≥.5)Params=—, λ̂=.5002026.03 | 7.2 | 92.8 | 0.1 | 85.4 |