Traffic Forecasting on GLA
16.45MAE (Overall)HieraMix
Evaluation results
| Method | Links | |||||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| HieraMix2025.11 | 16.45 | — | — | — | — | — | — | — | — | — | — | — | — | 28.03 | 9.53 | |
| LSTNN2025.11 | 17.48 | — | — | — | — | — | — | — | — | — | — | — | — | 29.71 | 9.95 | |
| PatchSTG2025.11 | 17.53 | — | — | — | — | — | — | — | — | — | — | — | — | 29.72 | 10.02 | |
| RPMixer2025.11 | 17.57 | — | — | — | — | — | — | — | — | — | — | — | — | 30.42 | 10.56 | |
| TSMixer2025.11 | 17.86 | — | — | — | — | — | — | — | — | — | — | — | — | 30.89 | 10.96 | |
| STGCN2025.11 | 18.61 | — | — | — | — | — | — | — | — | — | — | — | — | 30.18 | 11.44 | |
| DSTAGNN2025.11 | 18.62 | — | — | — | — | — | — | — | — | — | — | — | — | 30 | 11.2 | |
| GSNet2025.11 | 18.81 | — | — | — | — | — | — | — | — | — | — | — | — | 30.65 | 10.09 | |
| SqLinear2026.06 | 18.84 | — | — | — | — | — | — | — | — | — | — | — | — | 31.99 | 11.29 | |
| STGODE2025.11 | 18.86 | — | — | — | — | — | — | — | — | — | — | — | — | 30.49 | 11.81 | |
| PatchSTG2026.06 | 18.9 | — | — | — | — | — | — | — | — | — | — | — | — | 32.09 | 11.55 | |
| EiFormer2025.11 | 18.91 | — | — | — | — | — | — | — | — | — | — | — | — | 33.05 | 11 | |
| GWNET2025.11 | 18.94 | — | — | — | — | — | — | — | — | — | — | — | — | 30.16 | 11.58 | |
| TimeMixer2025.11 | 19.76 | — | — | — | — | — | — | — | — | — | — | — | — | 31.96 | 10.81 | |
| STID2026.06 | 19.79 | — | — | — | — | — | — | — | — | — | — | — | — | 34.02 | 12.33 | |
| STID2025.11 | 19.83 | — | — | — | — | — | — | — | — | — | — | — | — | 32.33 | 10.38 | |
| AGCRN2026.06 | 20.69 | — | — | — | — | — | — | — | — | — | — | — | — | 36.33 | 13.05 | |
| STWave2026.06 | 21.02 | — | — | — | — | — | — | — | — | — | — | — | — | 33.59 | 12.75 | |
| GWNET2026.06 | 21.36 | — | — | — | — | — | — | — | — | — | — | — | — | 33.78 | 13.79 | |
| ASTGCN2025.11 | 21.46 | — | — | — | — | — | — | — | — | — | — | — | — | 34.21 | 13.29 | |
| BigST2026.06 | 22.16 | — | — | — | — | — | — | — | — | — | — | — | — | 36.08 | 14.62 | |
| HIEST2025.11 | 22.37 | — | — | — | — | — | — | — | — | — | — | — | — | 35.26 | 11.84 | |
| DCRNN2025.11 | 23.36 | — | — | — | — | — | — | — | — | — | — | — | — | 36.19 | 14.19 | |
| DSTAGNN2026.06 | 24.2 | — | — | — | — | — | — | — | — | — | — | — | — | 38.23 | 15.13 | |
| FreTS2025.11 | 27.76 | — | — | — | — | — | — | — | — | — | — | — | — | 42 | 15.85 | |
| RPMixer2026.06 | 27.94 | — | — | — | — | — | — | — | — | — | — | — | — | 49.08 | 17.72 | |
| AGCRN2024.12 | — | 17.27 | 29.7 | 10.78 | 20.38 | 34.82 | 12.7 | 24.59 | 42.59 | 16.03 | 20.25 | 34.84 | 12.87 | — | — | |
| BigST2024.12 | — | 18.38 | 29.4 | 11.68 | 22.22 | 35.53 | 14.48 | 27.98 | 44.74 | 19.65 | 22.08 | 36 | 14.57 | — | — | |
| DSTAGNN2024.12 | — | 19.49 | 31.08 | 11.5 | 24.27 | 38.43 | 15.24 | 30.92 | 48.52 | 20.45 | 24.13 | 38.15 | 15.07 | — | — | |
| GWNET2024.12 | — | 17.28 | 27.68 | 10.18 | 21.31 | 33.7 | 13.02 | 26.99 | 42.51 | 17.64 | 21.2 | 33.58 | 13.18 | — | — | |
| PatchSTG2024.12 | — | 15.84 | 26.34 | 9.27 | 19.06 | 31.85 | 11.3 | 23.32 | 39.64 | 14.6 | 18.96 | 32.33 | 11.44 | — | — | |
| RPMixer2024.12 | — | 19.94 | 32.54 | 11.53 | 27.1 | 44.87 | 16.58 | 40.13 | 69.11 | 27.93 | 27.87 | 48.96 | 17.66 | — | — | |
| STGODE2024.12 | — | 18.1 | 30.02 | 11.18 | 21.71 | 36.46 | 13.64 | 26.45 | 45.09 | 17.6 | 21.49 | 36.14 | 13.72 | — | — | |
| STID2024.12 | — | 16.54 | 27.73 | 10 | 19.98 | 34.23 | 12.38 | 24.29 | 42.5 | 16.02 | 19.76 | 34.56 | 12.41 | — | — | |
| STWave2024.12 | — | 17.48 | 28.05 | 10.06 | 21.08 | 33.58 | 12.56 | 25.82 | 41.28 | 16.51 | 20.96 | 33.48 | 12.7 | — | — |