Wind power forecasting on Wind SCADA
0.382MAEFreeGNN
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| FreeGNN2026.03 | 0.382 | 0.523 | 5.487 | 5.812 | |
| DER++2026.03 | 0.389 | 0.528 | 5.612 | 5.889 | |
| GEM2026.03 | 0.392 | 0.536 | 5.643 | 5.918 | |
| STGCN2026.03 | 0.395 | 0.54 | 5.52 | 5.86 | |
| EvolveGCN2026.03 | 0.4 | 0.545 | 5.62 | 5.92 | |
| EWC2026.03 | 0.401 | 0.548 | 5.712 | 5.984 | |
| TGN2026.03 | 0.405 | 0.55 | 5.65 | 5.94 | |
| SFDA2026.03 | 0.409 | 0.562 | 5.842 | 6.134 | |
| SHOT2026.03 | 0.421 | 0.571 | 5.923 | 6.198 | |
| GraphSAGE2026.03 | 0.432 | 0.592 | 6.021 | 6.287 | |
| GAT2026.03 | 0.441 | 0.603 | 6.118 | 6.401 | |
| AdaBN2026.03 | 0.451 | 0.614 | 6.204 | 6.473 | |
| GCN2026.03 | 0.462 | 0.631 | 6.312 | 6.584 |