Solar irradiance forecasting on Independent 2020–2024 (Stress-Test)
18.31RMSE (Wh/m²)TLMN v3
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TLMN v32026.04 | 18.31 | 11.47 | 0.988 | — | — | |
| PatchTST Transformer2026.04 | 19.85 | 12.61 | 0.979 | — | — | |
| PISSM-CA2026.04 | 20.45 | 12.01 | 0.985 | — | — | |
| LSTM2026.04 | 21.2 | 13.92 | 0.971 | — | — | |
| ARIMA2026.04 | 64.19 | 44.87 | 0.834 | — | — | |
| Persistence Model2026.04 | 87.42 | 61.3 | 0.721 | — | — |