Electricity Consumption Prediction on Florida (FL) Electricity Consumption Data 2018 (test)
45.72MAETrustEnergy
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TrustEnergySampling interval=30-minute2026.01 | 45.72 | 55.65 | 1.28 | 85.72 | 102.31 | — | |
| AGCRNSampling interval=30-minute2026.01 | 48.35 | 58.31 | 1.4 | 96.23 | 120.85 | — | |
| ChronosSampling interval=30-minute2026.01 | 48.5 | 59.02 | 1.35 | 90.94 | 108.57 | — | |
| STGCNSampling interval=30-minute2026.01 | 49.72 | 59.65 | 1.37 | 99.75 | 132.17 | — | |
| PowerPMSampling interval=30-minute2026.01 | 50.25 | 60.11 | 1.29 | 99.52 | 135.41 | — | |
| StemGNNSampling interval=30-minute2026.01 | 51.66 | 63.28 | 1.32 | 94.05 | 113.43 | — | |
| MomentSampling interval=30-minute2026.01 | 53.2 | 64.75 | 1.38 | 95.42 | 118.94 | — | |
| DiffSTGSampling interval=30-minute2026.01 | 53.28 | 67.91 | 1.3 | 95.83 | 125.7 | — | |
| PDFormerSampling interval=30-minute2026.01 | 53.71 | 66.07 | 1.42 | 97.31 | 117.2 | — | |
| STZINBSampling interval=30-minute2026.01 | 55.31 | 68.43 | 1.28 | 96.7 | 120.63 | — | |
| DeepSTUQSampling interval=30-minute2026.01 | 55.75 | 68.05 | 1.32 | 94.25 | 122.1 | — | |
| ASTGCNSampling interval=30-minute2026.01 | 56.25 | 64.17 | 1.39 | 105.28 | 130.49 | — | |
| DSTAGNNSampling interval=30-minute2026.01 | 58.71 | 68.79 | 1.47 | 107.67 | 125.81 | — | |
| GWNETSampling interval=30-minute2026.01 | 63.52 | 70.36 | 1.58 | 115.37 | 138.62 | — |