Time-Series Classification on Six large-scale datasets Aggregate
85.25Average AccuracySupervised
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| SupervisedEvaluation Protocol=Linear evaluation2026.05 | 85.25 | — | |
| Di-COTEvaluation Protocol=Linear evaluation2026.05 | 83.07 | 2.88 | |
| CaTTEvaluation Protocol=Linear evaluation2026.05 | 81.2 | 3.47 | |
| TNCEvaluation Protocol=Linear evaluation2026.05 | 80.69 | 11.48 | |
| TF-CEvaluation Protocol=Linear evaluation2026.05 | 80.69 | 6.52 | |
| SoftEvaluation Protocol=Linear evaluation2026.05 | 80.24 | 3.94 | |
| TS-TCCEvaluation Protocol=Linear evaluation2026.05 | 79.98 | 4.4 | |
| TS2VecEvaluation Protocol=Linear evaluation2026.05 | 79.77 | 3.28 | |
| CoSTEvaluation Protocol=Linear evaluation2026.05 | 79.55 | 4.97 | |
| Random Init.Evaluation Protocol=Linear evaluation2026.05 | 78.6 | — | |
| InfoTSEvaluation Protocol=Linear evaluation2026.05 | 78.58 | 2.95 | |
| SimMTMEvaluation Protocol=Linear evaluation2026.05 | 77.92 | 10.67 | |
| Raw DataEvaluation Protocol=Linear evaluation2026.05 | 61.36 | — | |
| Random ForestEvaluation Protocol=Linear evaluation2026.05 | 61.16 | — | |
| MiniRocketEvaluation Protocol=Linear evaluation2026.05 | 46.01 | — |