Climate Emulation on Exoclimate (test)
9.04RMSE Surface Temperature (K)GPLFR
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| GPLFR2026.06 | 9.04 | 7.36 | 0.364 | 4.96 | 8.33 | 3.66 | 18.9 | 12.4 | |
| PPCA-ICM2026.06 | 10.5 | 8.71 | 0.4 | 5.37 | 9.69 | 4.32 | 28.8 | 15.5 | |
| PPCA-MLP2026.06 | 12.2 | 10.1 | 0.505 | 6.05 | 10.6 | 4.45 | 34.8 | 17 | |
| kNN2026.06 | 18.3 | 14 | 0.72 | 5.75 | 10.1 | 4.34 | 47.7 | 28.9 | |
| Train-mean2026.06 | 28 | 22.2 | 1.16 | 11 | 17.1 | 6.39 | 343 | 48.2 |