Time Series Classification on 124 UCR Datasets
81.33Average AccuracyDi-COT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Di-COTTotal Training Time (hrs)=0.842026.05 | 81.33 | 3.73 | |
| ShiFTTime (h)=0.882026.06 | 80.99 | 2.37 | |
| CoSTTotal Training Time (hrs)=2.482026.05 | 80.03 | 4.65 | |
| TNCTotal Training Time (hrs)=3.302026.05 | 79.63 | 4.7 | |
| SimMTMTime (h)=1.612026.06 | 79.23 | 2.79 | |
| TF-CTotal Training Time (hrs)=2.992026.05 | 79.19 | 5.37 | |
| TS-TCCTotal Training Time (hrs)=2.732026.05 | 79.15 | 5.41 | |
| SoftTotal Training Time (hrs)=1.482026.05 | 79.09 | 5.38 | |
| TS2VecTime (h)=1.712026.06 | 79.05 | 3 | |
| SimCLRTime (h)=0.992026.06 | 78.76 | 3.31 | |
| TS2VecTotal Training Time (hrs)=2.152026.05 | 77.74 | 6.31 | |
| CaTTTotal Training Time (hrs)=0.962026.05 | 77.42 | 6.08 | |
| SimMTMTotal Training Time (hrs)=2.962026.05 | 73.27 | 7.9 | |
| InfoTSTotal Training Time (hrs)=1.662026.05 | 71.96 | 8.53 | |
| InfoTSTime (h)=1.462026.06 | 71.93 | 4.83 | |
| Rand Init.Time (h)=<0.012026.06 | 71.64 | 4.71 | |
| MiniRocket2026.05 | 67.89 | 8.18 | |
| Random Forest2026.05 | 34.5 | 11.76 |