Solar Irradiance Forecasting on Daytime solar irradiance 2-hour ahead (test)
91PICPChronos+LSTM
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| Chronos+LSTM2026.04 | 91 | 29.22 | 38.3 | 0.485 | 67.02 | 111.37 | 2.1 | |
| Chronos+Transformer2026.04 | 91 | 29.87 | 39.19 | 0.481 | 69.32 | 111.64 | 4.12 | |
| Transformer2026.04 | 90.9 | 30.7 | 38.91 | 0.507 | 71.49 | 114.83 | 2.19 | |
| LSTM2026.04 | 90.8 | 31.22 | 39.45 | 0.523 | 70.04 | 115.27 | 0.27 | |
| SolarPointPI2026.04 | 90.8 | 30.37 | 40.14 | 0.509 | 69.32 | 116.98 | 9.66 | |
| Chronos+SolarPointPI2026.04 | 90.7 | 29.4 | 39.77 | 0.485 | 67.43 | 113.11 | 7.95 | |
| LGBM2026.04 | 89 | 33.88 | 50.13 | 0.466 | 70.15 | 117.2 | 7.19 | |
| Chronoszero-shot=true2026.04 | 85.1 | 40.4 | 65.82 | 0.646 | 101.25 | 161.52 | 10.07 |