Time-Series Classification on SKODA
99.9AccuracySupervised
Evaluation Results
| Method | Links | |
|---|---|---|
| SupervisedEvaluation Protocol=Linear evaluation2026.05 | 99.9 | |
| Di-COTEvaluation Protocol=Linear evaluation2026.05 | 99.41 | |
| Rand Init.Evaluation protocol=Linear probing, Total Training Time (h)=<0.012026.06 | 99.12 | |
| Random Init.Evaluation Protocol=Linear evaluation2026.05 | 99.11 | |
| ShiFTEvaluation protocol=Linear probing, Total Training Time (h)=2.352026.06 | 99.08 | |
| TNCEvaluation Protocol=Linear evaluation2026.05 | 99 | |
| InfoTSEvaluation protocol=Linear probing, Total Training Time (h)=2.912026.06 | 98.98 | |
| TS2VecEvaluation Protocol=Linear evaluation2026.05 | 98.96 | |
| TS2VecEvaluation protocol=Linear probing, Total Training Time (h)=3.022026.06 | 98.93 | |
| InfoTSEvaluation Protocol=Linear evaluation2026.05 | 98.86 | |
| SoftEvaluation Protocol=Linear evaluation2026.05 | 98.82 | |
| Raw DataEvaluation Protocol=Linear evaluation2026.05 | 98.28 | |
| TF-CEvaluation Protocol=Linear evaluation2026.05 | 98.23 | |
| SimMTMEvaluation protocol=Linear probing, Total Training Time (h)=10.232026.06 | 98.19 | |
| CoSTEvaluation Protocol=Linear evaluation2026.05 | 98.15 | |
| TS-TCCEvaluation Protocol=Linear evaluation2026.05 | 98.01 | |
| Di-COTEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 98.01 | |
| SimMTMEvaluation Protocol=Linear evaluation2026.05 | 97.6 | |
| Random ForestEvaluation Protocol=Linear evaluation2026.05 | 97.57 | |
| Random Init.Evaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 97.46 | |
| InfoTSEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 97.25 | |
| SimCLREvaluation protocol=Linear probing, Total Training Time (h)=3.112026.06 | 96.68 | |
| TS2VecEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 96.29 | |
| TNCEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 96.11 | |
| SoftEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 95.23 | |
| CaTTEvaluation Protocol=Linear evaluation2026.05 | 94.87 | |
| Raw DataEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 94.54 | |
| CoSTEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 93.51 | |
| TF-CEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 93.5 | |
| SupervisedEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 92.77 | |
| Random ForestEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 92.58 | |
| TS-TCCEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 91.24 | |
| SimMTMEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 89.64 | |
| CaTTEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 83.2 | |
| MiniRocketEvaluation Protocol=Linear evaluation2026.05 | 24.65 | |
| MiniRocketEvaluation protocol=Linear evaluation, Labeled data=1%2026.05 | 17.87 |