Energy Usage Prediction on CA California
0.327MAEDSTAGNN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| DSTAGNN2026.01 | 0.327 | 4.014 | 1.23 | 0.848 | 2.345 | — | |
| TrustEnergy2026.01 | 0.327 | 3.012 | 1.14 | 0.896 | 2.325 | — | |
| AGCRN2026.01 | 0.328 | 3.256 | 1.24 | 0.854 | 2.303 | — | |
| PowerPM2026.01 | 0.337 | 4.128 | 1.28 | 0.957 | 2.261 | — | |
| ASTGCN2026.01 | 0.344 | 3.142 | 1.28 | 0.973 | 2.353 | — | |
| Chronos2026.01 | 0.348 | 3.816 | 1.28 | 0.944 | 2.235 | — | |
| STZINB2026.01 | 0.35 | 3.606 | 1.41 | 0.905 | 2.471 | — | |
| Moment2026.01 | 0.352 | 4.013 | 1.29 | 1.035 | 2.274 | — | |
| GWNET2026.01 | 0.353 | 5.565 | 1.15 | 1.243 | 2.155 | — | |
| DiffSTG2026.01 | 0.358 | 4.034 | 1.29 | 1.101 | 2.254 | — | |
| PDFormer2026.01 | 0.381 | 4.128 | 1.39 | 1.274 | 2.484 | — | |
| DeepSTUQ2026.01 | 0.384 | 4.152 | 1.36 | 1.268 | 2.225 | — | |
| StemGNN2026.01 | 0.416 | 5.09 | 1.45 | 1.575 | 2.475 | — | |
| STGCN2026.01 | 0.607 | 33.27 | 1.36 | 3.5 | 3.776 | — |