Constrained Regression on Climate Temperature
1.612RMSECANUF
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| CANUF2026.01 | 1.612 | 1.238 | 0.053 | 1.654 | 98.7 | 0.003 | |
| PAL2026.01 | 1.624 | 1.251 | 0.112 | 2.287 | 100 | 0 | |
| Deep Ensembles2026.01 | 1.687 | 1.298 | 0.089 | 1.923 | 75.4 | 0.074 | |
| PINN2026.01 | 1.698 | 1.308 | 0.096 | 2.012 | 87.2 | 0.042 | |
| BNN2026.01 | 1.756 | 1.352 | 0.082 | 1.867 | 74.1 | 0.079 | |
| NeuPSL2026.01 | 1.789 | 1.378 | 0.086 | 1.956 | 93.6 | 0.019 | |
| MC-Dropout2026.01 | 1.842 | 1.423 | 0.104 | 2.134 | 72.8 | 0.087 |