Time Series Classification on 28 UEA Datasets
71.24Average AccuracyDi-COT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Di-COTTotal Training Time (hrs)=0.842026.05 | 71.24 | 4.64 | |
| TNCTotal Training Time (hrs)=3.302026.05 | 70.38 | 5.32 | |
| ShiFTTime (h)=0.192026.06 | 70.26 | 2.89 | |
| TF-CTotal Training Time (hrs)=2.992026.05 | 70.23 | 5.07 | |
| SoftTotal Training Time (hrs)=1.482026.05 | 70.12 | 5.18 | |
| CoSTTotal Training Time (hrs)=2.482026.05 | 70.02 | 5 | |
| TS2VecTotal Training Time (hrs)=2.152026.05 | 69.87 | 5.84 | |
| TS2VecTime (h)=0.382026.06 | 69.81 | 3.57 | |
| SimMTMTime (h)=1.382026.06 | 69.58 | 3.36 | |
| TS-TCCTotal Training Time (hrs)=2.732026.05 | 69.49 | 6.3 | |
| CaTTTotal Training Time (hrs)=0.962026.05 | 69.17 | 6.52 | |
| SimCLRTime (h)=0.282026.06 | 68.99 | 3.25 | |
| Rand Init.Time (h)=<0.012026.06 | 67.28 | 3.79 | |
| SimMTMTotal Training Time (hrs)=2.962026.05 | 66.95 | 7.21 | |
| InfoTSTotal Training Time (hrs)=1.662026.05 | 66.87 | 7.09 | |
| InfoTSTime (h)=0.352026.06 | 66 | 4.14 | |
| Random Forest2026.05 | 47.55 | 8.95 | |
| MiniRocket2026.05 | 34.43 | 10.87 |