Time Series Classification on ChlorineConcentration (UCR)
99.9AccuracyTimesNet
Evaluation results
| Method | Links | |
|---|---|---|
| TimesNet2026.04 | 99.9 | |
| GPT4TS2026.04 | 99.9 | |
| SoftShape2026.04 | 99.9 | |
| TabICL2026.02 | 97.73 | |
| TabPFN2026.02 | 95 | |
| IncTime2026.04 | 86.4 | |
| OS-CNN2026.04 | 83.9 | |
| MantisV2mode=fine-tuned2026.02 | 81.8 | |
| FCN-LSTM2026.04 | 81 | |
| Mantis+variant=SE2026.02 | 79.82 | |
| ROCKET2026.04 | 79.4 | |
| MantisV2variant=SE2026.02 | 78.67 | |
| MOMENT2026.02 | 77.89 | |
| HC22026.04 | 76.9 | |
| COTE2026.04 | 73.6 | |
| MantisV22026.02 | 71.15 | |
| Mantis+2026.02 | 68.57 | |
| VTBenchConfiguration=Best2026.04 | 67.6 | |
| Catch22+2026.02 | 66.82 | |
| CHIEF2026.04 | 66.1 | |
| VTBenchConfiguration=Default2026.04 | 62.4 | |
| NuTime2026.02 | 60.86 |