Global Horizontal Irradiance (GHI) forecasting on FGPD (10-60 MA)
4.61NRMSE (10 MA)M3S-Net
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| M3S-NetModel structure=Multimodal2026.02 | 4.61 | 5.14 | 5.78 | 6.56 | 7.42 | 8.51 | |
| T2TModel structure=Multimodal2026.02 | 4.84 | 5.36 | 6.03 | 6.85 | 7.72 | 8.68 | |
| ViT-basedModel structure=Multimodal2026.02 | 5.09 | 5.63 | 6.38 | 7.14 | 7.93 | 8.89 | |
| DLinearModel structure=Singlemodal2026.02 | 5.14 | 5.72 | 7.16 | 8.73 | 10.26 | 11.78 | |
| CNN-basedModel structure=Multimodal2026.02 | 5.23 | 5.88 | 6.52 | 7.36 | 8.29 | 9.14 | |
| TimesNetModel structure=Singlemodal2026.02 | 5.42 | 5.96 | 6.78 | 7.64 | 8.86 | 9.35 | |
| LSTMModel structure=Singlemodal2026.02 | 6.82 | 7.31 | 7.94 | 8.82 | 9.41 | 10.23 |