GHI Forecasting on FGPD (Multi-Horizon MAE Evaluation)
19.84MAE (10 MA Horizon)M3S-Net
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| M3S-NetModel structure=Multimodal2026.02 | 19.84 | 24.43 | 30.76 | 37.14 | 43.51 | 50.35 | |
| T2TModel structure=Multimodal2026.02 | 21.16 | 26.64 | 32.17 | 38.43 | 45.67 | 53.12 | |
| DLinearModel structure=Singlemodal2026.02 | 22.32 | 31.44 | 44.33 | 55.62 | 66.73 | 77.64 | |
| ViT-basedModel structure=Multimodal2026.02 | 22.37 | 28.13 | 33.84 | 39.72 | 47.33 | 53.83 | |
| CNN-basedModel structure=Multimodal2026.02 | 22.56 | 27.74 | 33.96 | 40.66 | 47.12 | 54.12 | |
| TimesNetModel structure=Singlemodal2026.02 | 23.45 | 28.61 | 34.25 | 41.27 | 47.82 | 55.66 | |
| LSTMModel structure=Singlemodal2026.02 | 39.76 | 42.28 | 45.53 | 48.97 | 54.64 | 61.42 |