Forecasting on COVID19
0.171MAEChronos (Bolt)
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Chronos (Bolt)Protocol=SFT2025.06 | 0.171 | 17.2 | 0.038 | 0.177 | |
| Chronos (Bolt)Protocol=ZS2025.06 | 0.178 | 17.8 | 0.041 | 0.18 | |
| Chronos (Bolt)Protocol=UniCA2025.06 | 0.178 | 17.9 | 0.041 | 0.178 | |
| TimesFMProtocol=UniCA2025.06 | 0.178 | 17.8 | 0.04 | 0.177 | |
| TimesFMProtocol=ZS2025.06 | 0.179 | 17.9 | 0.04 | 0.174 | |
| ChronosX2025.06 | 0.204 | 20.5 | 0.054 | 0.202 | |
| TimesFMProtocol=SFT2025.06 | 0.207 | 20.7 | 0.048 | 0.213 | |
| TimesFMProtocol=LR2025.06 | 0.207 | 20.8 | 0.052 | 0.204 | |
| Chronos (Bolt)Protocol=LR2025.06 | 0.21 | 21.2 | 0.052 | 0.205 | |
| TFT2025.06 | 0.229 | 22.9 | 0.061 | 0.225 | |
| NBEATSx2025.06 | 0.259 | 25.7 | 0.092 | 0.267 | |
| TTM2025.06 | 0.267 | 26.6 | 0.082 | 0.325 | |
| DeepAR2025.06 | 0.271 | 27.7 | 0.078 | 0.258 | |
| Moirai2025.06 | 0.277 | 27.2 | 0.104 | 0.27 | |
| TabPFN-TS2025.06 | 0.313 | 31.1 | 0.142 | 0.291 | |
| TimeXer2025.06 | 0.319 | 31.5 | 0.131 | 0.323 | |
| PatchTST2026.05 | 0.362 | — | 0.839 | — | |
| WPMixer2026.05 | 0.363 | — | 0.839 | — | |
| DPRNet2026.05 | 0.366 | — | 0.804 | — | |
| iTransformer2026.05 | 0.379 | — | 0.902 | — | |
| TiDE2025.06 | 0.388 | 39.4 | 0.146 | 0.367 | |
| TimeFilter2026.05 | 0.394 | — | 0.908 | — | |
| TimeMixer2026.05 | 0.401 | — | 0.93 | — | |
| PatchTST2025.06 | 0.444 | 45.8 | 0.191 | 0.414 | |
| Crossformer2026.05 | 0.476 | — | 1.401 | — | |
| TimesNet2026.05 | 0.538 | — | 1.067 | — | |
| Informer2026.05 | 0.632 | — | 1.917 | — | |
| Time-MoEProtocol=ZS2025.06 | 0.804 | 80.4 | 0.564 | 0.75 | |
| Time-MoEProtocol=UniCA2025.06 | 0.834 | 84.3 | 0.594 | 0.785 |