Solar Irradiance Forecasting on NREL data (0-4 hours)
91.452MAEIST
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IST2026.06 | 91.452 | 149.2842 | 23.49 | 38.34 | 76.18 | |
| Tri-TimesNet-TempAttnLSTM2026.06 | 101.4411 | 155.0645 | 26.06 | 39.83 | 74.3 | |
| MICNN-L2026.06 | 107.1158 | 164.2914 | 27.51 | 42.2 | 71.15 | |
| EL2026.06 | 107.3624 | 165.0716 | 27.58 | 42.4 | 70.87 | |
| BiLSTM2026.06 | 110.1538 | 167.6434 | 28.3 | 43.08 | 69.96 | |
| CNN-L2026.06 | 112.2753 | 166.2945 | 28.84 | 42.71 | 70.44 | |
| iTransformer2026.06 | 114.669 | 172.455 | 29.46 | 44.31 | 68.21 | |
| PatchTST2026.06 | 118.5189 | 168.246 | 30.45 | 43.22 | 69.74 | |
| CNN-ConvLSTM2026.06 | 119.1169 | 176.0519 | 30.59 | 45.22 | 66.87 | |
| 3DCNN2026.06 | 122.5934 | 178.7249 | 31.49 | 45.91 | 65.85 |