PV Power Forecasting on Shandong PV data practical (0-4 hours)
50.8559MAEIST
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| IST2026.06 | 50.8559 | 68.5293 | 19.8 | 26.68 | 0.8386 | |
| Tri-TimesNet-TempAttnLSTM2026.06 | 58.2525 | 79.4482 | 23.07 | 31.46 | 0.7831 | |
| EL2026.06 | 65.7438 | 88.1087 | 25.59 | 34.29 | 0.7332 | |
| MICNN-L2026.06 | 66.1228 | 89.7757 | 25.73 | 34.94 | 0.723 | |
| CNN-L2026.06 | 70.549 | 93.4905 | 27.46 | 36.39 | 0.6996 | |
| BiLSTM2026.06 | 83.4586 | 111.4231 | 32.5 | 43.38 | 0.5733 | |
| CNN-ConvLSTM2026.06 | 91.686 | 114.1557 | 35.69 | 44.44 | 0.5521 | |
| iTransformer2026.06 | 94.8563 | 121.8989 | 37.04 | 47.46 | 0.4893 | |
| 3DCNN2026.06 | 96.1642 | 120.9179 | 37.43 | 47.07 | 0.4975 | |
| PatchTST2026.06 | 97.4198 | 122.6147 | 37.68 | 47.74 | 0.4833 |