Solar Irradiance Forecasting on Daytime solar irradiance 1-hour ahead (test)
91.1PICPLSTM
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| LSTM2026.04 | 91.1 | 30.58 | 39.23 | 0.497 | 66.6 | 111.33 | -0.94 | |
| Chronos+Transformer2026.04 | 91.1 | 28.96 | 38.32 | 0.461 | 66.4 | 108.09 | 3.28 | |
| Chronos+LSTM2026.04 | 90.9 | 28.15 | 37.34 | 0.464 | 64.04 | 107.67 | 1.12 | |
| Transformer2026.04 | 90.9 | 29.38 | 37.69 | 0.485 | 68.42 | 111.26 | -2.23 | |
| SolarPointPI2026.04 | 90.8 | 28.78 | 39.32 | 0.475 | 65.52 | 112.61 | 8.02 | |
| Chronos+SolarPointPI2026.04 | 90.8 | 28 | 38.49 | 0.462 | 63.88 | 108.99 | 6.69 | |
| LGBM2026.04 | 89.3 | 31.69 | 48.2 | 0.429 | 66.2 | 112.56 | 6.07 | |
| Chronoszero-shot=true2026.04 | 84.6 | 33.08 | 54.31 | 0.563 | 85.9 | 141.27 | 9.65 |