Traffic Forecasting on METR-LA Long-term (24 -> 24avg)
3.14MAEUrbanFM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| UrbanFMMethod Type=ST, Training Protocol=Few-Shot (10%)2026.02 | 3.14 | 6.24 | 8.54 | |
| TimeMoEMethod Type=TS, Training Protocol=Few-Shot (10%)2026.02 | 4.88 | 9.38 | 15.12 | |
| UrbanFMMethod Type=ST, Evaluation Protocol=Zero-Shot2026.02 | 5.06 | 8.56 | 11.77 | |
| D2STGNNMethod Type=ST-Graph Method, Training Protocol=Full-Shot2026.02 | 6.16 | 14.86 | 11.82 | |
| LSTMMethod Type=Time Series Method, Training Protocol=Full-Shot2026.02 | 6.44 | 14.68 | 14.76 | |
| LSTMMethod Type=Time Series Method, Evaluation Protocol=Few-Shot (10% Training Set)2026.02 | 6.96 | 15.12 | 16.19 |