Forecasting on MMSP TS-Image multimodal (test)
0.103Average ErrorTFT
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| TFTCH=true2025.06 | 0.103 | 0.168 | 0.021 | 0.067 | 0.157 | |
| TFT2025.06 | 0.112 | 0.177 | 0.034 | 0.067 | 0.168 | |
| Chronos (Bolt)Protocol=ZS2025.06 | 0.12 | 0.193 | 0.019 | 0.09 | 0.18 | |
| Chronos (Bolt)Protocol=UniCA2025.06 | 0.121 | 0.193 | 0.019 | 0.09 | 0.18 | |
| MM-TSF2025.06 | 0.127 | 0.2 | 0.037 | 0.09 | 0.183 | |
| TiDECH=true2025.06 | 0.135 | 0.206 | 0.014 | 0.1 | 0.22 | |
| D.AR2025.06 | 0.137 | 0.216 | 0.019 | 0.097 | 0.214 | |
| Chronos (Bolt)Protocol=SFT2025.06 | 0.14 | 0.225 | 0.023 | 0.099 | 0.212 | |
| TimesFMProtocol=UniCA2025.06 | 0.147 | 0.229 | 0.046 | 0.098 | 0.215 | |
| NB.S2025.06 | 0.152 | 0.219 | 0.03 | 0.107 | 0.252 | |
| TimesFMProtocol=ZS2025.06 | 0.158 | 0.245 | 0.049 | 0.113 | 0.227 | |
| TimesFMProtocol=SFT2025.06 | 0.167 | 0.258 | 0.08 | 0.1 | 0.231 | |
| Moirai2025.06 | 0.238 | 0.378 | 0.038 | 0.206 | 0.329 | |
| TiDE2025.06 | 0.292 | 0.438 | 0.022 | 0.297 | 0.41 | |
| F.SF2025.06 | 0.378 | 0.566 | 0.016 | 0.478 | 0.452 | |
| TTM2025.06 | 0.408 | 0.263 | 0.09 | 0.095 | 1.183 | |
| P.TST2025.06 | 0.485 | 0.682 | 0.02 | 0.662 | 0.576 | |
| PFN2025.06 | 0.555 | 0.711 | 0.187 | 0.633 | 0.691 | |
| Time-MOEProtocol=UniCA2025.06 | 0.607 | 0.765 | 0.337 | 0.653 | 0.672 | |
| Time-MOEProtocol=ZS2025.06 | 0.703 | 0.814 | 0.755 | 0.538 | 0.707 |