Time Series Classification on UCR Archive Lightning2
89.5AccuracyGPT4TS
Evaluation results
| Method | Links | |
|---|---|---|
| GPT4TS2026.04 | 89.5 | |
| TimesNet2026.04 | 89.4 | |
| SoftShape2026.04 | 88.6 | |
| OS-CNN2026.04 | 86.1 | |
| MantisV2 & TiViT-Hensemble=with TiViT-H2026.02 | 85.25 | |
| MantisV2-FTfine-tuned=true2026.02 | 84.7 | |
| TiConvNext2026.02 | 83.61 | |
| SE-Mantis+ensemble=SE2026.02 | 83.61 | |
| TiViT-H2026.02 | 81.97 | |
| MantisV2 & TiConvNextensemble=with TiConvNext2026.02 | 80.33 | |
| FCN-LSTM2026.04 | 80.3 | |
| IncTime2026.04 | 80.3 | |
| MOMENT2026.02 | 78.69 | |
| Chronos22026.02 | 78.69 | |
| MantisV22026.02 | 78.69 | |
| COTE2026.04 | 78.5 | |
| HC22026.04 | 78.3 | |
| VTBenchConfiguration=Best2026.04 | 78.1 | |
| CHIEF2026.04 | 77.1 | |
| Mantis+2026.02 | 77.05 | |
| SE-MantisV2ensemble=SE2026.02 | 77.05 | |
| ROCKET2026.04 | 75.9 | |
| TiRex2026.02 | 73.77 | |
| NuTime2026.02 | 73.77 | |
| Catch22+2026.02 | 73.22 | |
| TabICL2026.02 | 70.49 | |
| VTBenchConfiguration=Default2026.04 | 69.4 | |
| TabPFN2026.02 | 67.21 |