Time Series Classification on UCR Archive ItalyPowerDemand
98.6AccuracyTimesNet
Evaluation results
| Method | Links | |
|---|---|---|
| TimesNet2026.04 | 98.6 | |
| GPT4TS2026.04 | 98.2 | |
| SoftShape2026.04 | 98.2 | |
| CHIEF2026.04 | 97.2 | |
| COTE2026.04 | 97 | |
| ROCKET2026.04 | 97 | |
| TabPFN2026.02 | 96.99 | |
| IncTime2026.04 | 96.5 | |
| Chronos22026.02 | 96.4 | |
| TabICL2026.02 | 96.31 | |
| FCN-LSTM2026.04 | 96.3 | |
| HC22026.04 | 96.2 | |
| TiRex2026.02 | 96.02 | |
| VTBenchConfiguration=Best2026.04 | 96 | |
| MOMENT2026.02 | 95.43 | |
| Catch22+2026.02 | 95.37 | |
| MantisV2-FTfine-tuned=true2026.02 | 95.17 | |
| SE-MantisV2ensemble=SE2026.02 | 94.75 | |
| OS-CNN2026.04 | 94.7 | |
| MantisV22026.02 | 94.56 | |
| MantisV2 & TiConvNextensemble=with TiConvNext2026.02 | 94.46 | |
| SE-Mantis+ensemble=SE2026.02 | 94.36 | |
| MantisV2 & TiViT-Hensemble=with TiViT-H2026.02 | 94.27 | |
| TiViT-H2026.02 | 94.07 | |
| TiConvNext2026.02 | 93.78 | |
| Mantis+2026.02 | 92.81 | |
| NuTime2026.02 | 91.16 | |
| VTBenchConfiguration=Default2026.04 | 90.9 |