Grid-based Spatio-Temporal Forecasting on Traffic-SH long-term (24 -> 24avg) (test)
0.48MAEOpenCity
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| OpenCityEvaluation Protocol=Zero-Shot, Method Type=ST2026.02 | 0.48 | 0.81 | 7.41 | |
| PatchTSTEvaluation Protocol=Few-Shot (10% Training Set), Method Type=Time Series Method2026.02 | 0.48 | 0.88 | 8.62 | |
| UrbanFMEvaluation Protocol=Zero-Shot, Method Type=ST2026.02 | 0.49 | 0.71 | 6.23 | |
| LSTMEvaluation Protocol=Few-Shot (10% Training Set), Method Type=Time Series Method2026.02 | 0.51 | 0.95 | 9.58 | |
| HAEvaluation Protocol=Few-Shot (10% Training Set), Method Type=Time Series Method2026.02 | 0.53 | 0.92 | 7.76 | |
| D2STGNNEvaluation Protocol=Few-Shot (10% Training Set), Method Type=ST-Graph Method2026.02 | 0.56 | 0.9 | 9.45 | |
| FactoSTEvaluation Protocol=Zero-Shot, Method Type=ST2026.02 | 0.58 | 0.97 | 9.3 | |
| DlinearEvaluation Protocol=Few-Shot (10% Training Set), Method Type=Time Series Method2026.02 | 0.59 | 0.97 | 10.74 | |
| TimeMoEEvaluation Protocol=Zero-Shot, Method Type=TS2026.02 | 0.6 | 0.99 | 9.57 | |
| STIDEvaluation Protocol=Few-Shot (10% Training Set), Method Type=ST-Graph Method2026.02 | 0.6 | 0.95 | 10.24 | |
| TimesFM++Evaluation Protocol=Zero-Shot, Method Type=TS2026.02 | 0.65 | 1.15 | 10.16 | |
| MoiraiEvaluation Protocol=Zero-Shot, Method Type=TS2026.02 | 0.66 | 1.22 | 12.72 | |
| ChronosEvaluation Protocol=Zero-Shot, Method Type=TS2026.02 | 0.67 | 1.17 | 9.99 | |
| GWNetEvaluation Protocol=Few-Shot (10% Training Set), Method Type=ST-Graph Method2026.02 | 0.68 | 1.14 | 11.81 | |
| TAUEvaluation Protocol=Few-Shot (10% Training Set), Method Type=ST-Grid Method2026.02 | 0.7 | 1.13 | 11.25 | |
| PredRNN++Evaluation Protocol=Few-Shot (10% Training Set), Method Type=ST-Grid Method2026.02 | 0.8 | 1.2 | 13.49 | |
| DSANEvaluation Protocol=Few-Shot (10% Training Set), Method Type=ST-Grid Method2026.02 | 1.21 | 1.91 | 12.29 | |
| ST-ResNetEvaluation Protocol=Few-Shot (10% Training Set), Method Type=ST-Grid Method2026.02 | 1.54 | 2.13 | 17.98 | |
| STAEformerEvaluation Protocol=Few-Shot (10% Training Set), Method Type=ST-Graph Method2026.02 | 2.94 | 3.82 | 40.09 |