Time Series Forecasting on Beijing PM2.5 (test)
51.46MAEREGAIN-JR
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| REGAIN-JRBase-forecast setting=TimesFM indep.2026.06 | 51.46 | 75.06 | 0.1 | |
| REGAINBase-forecast setting=TimesFM indep.2026.06 | 51.48 | 75.07 | 0.09 | |
| REGAINBase-forecast setting=Chronos2 joint2026.06 | 51.49 | 73.92 | 0.23 | |
| RANDBase-forecast setting=Chronos2 joint2026.06 | 51.52 | 74 | 0.2 | |
| BASEBase-forecast setting=TimesFM indep.2026.06 | 51.6 | 75.3 | 0 | |
| FLAPBase-forecast setting=TimesFM indep.2026.06 | 51.63 | 75.17 | 0.05 | |
| REGAIN-JRBase-forecast setting=Chronos2 joint2026.06 | 51.65 | 74.09 | 0.16 | |
| PREDBase-forecast setting=TimesFM indep.2026.06 | 51.73 | 75.55 | -0.1 | |
| REGAIN-JRBase-forecast setting=Chronos2 indep.2026.06 | 51.75 | 74.25 | 0.18 | |
| REGAINBase-forecast setting=Chronos2 indep.2026.06 | 51.77 | 74.3 | 0.16 | |
| PREDBase-forecast setting=Chronos2 joint2026.06 | 51.77 | 74.25 | 0.1 | |
| BASEBase-forecast setting=Chronos2 joint2026.06 | 51.85 | 74.5 | 0 | |
| RANDBase-forecast setting=Chronos2 indep.2026.06 | 51.87 | 74.57 | 0.05 | |
| FLAPBase-forecast setting=Chronos2 joint2026.06 | 51.88 | 74.37 | 0.06 | |
| PREDBase-forecast setting=Chronos2 indep.2026.06 | 51.89 | 74.37 | 0.13 | |
| RANDBase-forecast setting=TimesFM indep.2026.06 | 51.9 | 75.89 | -0.25 | |
| BASEBase-forecast setting=Chronos2 indep.2026.06 | 51.98 | 74.69 | 0 | |
| FLAPBase-forecast setting=Chronos2 indep.2026.06 | 52.07 | 74.6 | 0.03 |