Solar Irradiance Forecasting on Daytime solar irradiance 4-hour ahead (test)
91.4PICPChronos+Transformer
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Chronos+Transformer2026.04 | 91.4 | 30.96 | 40.28 | 48.5 | 70.6 | 112.24 | 3.83 | |
| Chronos+LSTM2026.04 | 91 | 29.76 | 38.89 | 49.3 | 68.45 | 112.82 | 2.41 | |
| Transformer2026.04 | 90.9 | 31.49 | 39.49 | 51.8 | 73.62 | 116.67 | 3.41 | |
| SolarPointPI2026.04 | 90.8 | 31.41 | 40.71 | 52.5 | 71.42 | 118.66 | 8.71 | |
| Chronos+SolarPointPI2026.04 | 90.8 | 30.36 | 40.46 | 49.9 | 69.03 | 114.99 | 8.22 | |
| LSTM2026.04 | 90.2 | 30.97 | 38.58 | 53.7 | 72.37 | 117.01 | 1.99 | |
| LGBM2026.04 | 88.9 | 34.97 | 50.93 | 47.9 | 71.97 | 118.78 | 6.63 | |
| Chronoszero-shot=true2026.04 | 88.4 | 50.36 | 80.46 | 71.2 | 113.26 | 176.93 | 9.35 |