Time Series Classification on ECG5000 (UCR)
97.9AccuracySoftShape
Evaluation results
| Method | Links | |
|---|---|---|
| SoftShape2026.04 | 97.9 | |
| GPT4TS2026.04 | 97.5 | |
| TimesNet2026.04 | 97.1 | |
| COTE2026.04 | 96.3 | |
| HC22026.04 | 94.8 | |
| FCN-LSTM2026.04 | 94.7 | |
| ROCKET2026.04 | 94.7 | |
| CHIEF2026.04 | 94.6 | |
| TabICL2026.02 | 94.47 | |
| TabPFN2026.02 | 94.2 | |
| IncTime2026.04 | 94.1 | |
| MantisV2mode=fine-tuned2026.02 | 94.04 | |
| OS-CNN2026.04 | 94 | |
| Catch22+2026.02 | 93.98 | |
| VTBenchConfiguration=Best2026.04 | 93.8 | |
| MantisV22026.02 | 93.53 | |
| MOMENT2026.02 | 93.33 | |
| MantisV2variant=SE2026.02 | 93.29 | |
| VTBenchConfiguration=Default2026.04 | 93 | |
| NuTime2026.02 | 91.93 |