| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SelfRegulationSCP2 | LPTM | Accuracy69.1 | 148 | 2mo ago | |
| Heartbeat | Peri-midFormer | Accuracy95.1 | 131 | 2mo ago | |
| SelfRegulationSCP1 | Chimera | Accuracy93.7 | 123 | 2mo ago | |
| UCI-HAR | Accuracy96.9 | 88 | 24d ago | ||
| CHARACTER TRAJ. (test) | CKCNN | Accuracy0.9953 | 88 | 4mo ago | |
| Handwriting | SimMTM | Accuracy64 | 80 | 1mo ago | |
| UWaveGestureLibrary | Rocket | Accuracy94.4 | 71 | 4mo ago | |
| PEMS-SF | XGBoost | Accuracy98.3 | 69 | 4mo ago | |
| EthanolConcentration | LPTM | Accuracy53 | 63 | 2mo ago | |
| PAMAP2 | Accuracy97 | 60 | 1mo ago | ||
| FaceDetection | LPTM | Accuracy79 | 58 | 4mo ago | |
| Worms | LinOSS | Accuracy95.83 | 56 | 2mo ago | |
| Motor | S5 (ABCDEF) | Accuracy61.75 | 56 | 2mo ago | |
| Ethanol | LrcSSM (ABCDEF) | Accuracy39.21 | 56 | 2mo ago | |
| PhysioNet Sepsis (test) | Neural ODE (with TANDEM) | AUROC91.6 | 54 | 23d ago | |
| SpokenArabicDigits | LPTM | Accuracy100 | 52 | 4mo ago | |
| JapaneseVowels | Linear Transformer | Accuracy99.2 | 52 | 4mo ago | |
| UEA datasets average of 6 (test) | Log-NCDE | Average Test Accuracy64.3 | 46 | 18d ago | |
| WISDM 2 | MiniRocket | Accuracy66.44 | 43 | 1mo ago | |
| PENDIGITS (test) | Accuracy97 | 40 | 4mo ago | ||
| UEA-27 (test) | EigenWorms Accuracy96.18 | 39 | 18d ago | ||
| HAR | MantisV2 | Accuracy98.83 | 39 | 4mo ago | |
| 128 UCR datasets | PDFTime | Avg Accuracy94.61 | 39 | 2mo ago | |
| 18 UEA datasets Regular | FlowPath | Accuracy73.1 | 38 | 3mo ago | |
| SKODA | Accuracy99.9 | 36 | 1mo ago |
