| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| SelfRegulationSCP2 | LPTM | Accuracy69.1 | 148 | 16d ago | |
| Heartbeat | Peri-midFormer | Accuracy95.1 | 131 | 16d ago | |
| SelfRegulationSCP1 | Chimera | Accuracy93.7 | 123 | 16d ago | |
| CHARACTER TRAJ. (test) | CKCNN | Accuracy0.9953 | 88 | 2mo ago | |
| UCI-HAR | Accuracy96.9 | 78 | 3mo ago | ||
| UWaveGestureLibrary | Rocket | Accuracy94.4 | 71 | 2mo ago | |
| PEMS-SF | XGBoost | Accuracy98.3 | 69 | 2mo ago | |
| EthanolConcentration | LPTM | Accuracy53 | 63 | 1mo ago | |
| Handwriting | SimMTM | Accuracy64 | 62 | 2mo ago | |
| FaceDetection | LPTM | Accuracy79 | 58 | 2mo ago | |
| Worms | LinOSS | Accuracy95.83 | 56 | 16d ago | |
| Motor | S5 (ABCDEF) | Accuracy61.75 | 56 | 16d ago | |
| Ethanol | LrcSSM (ABCDEF) | Accuracy39.21 | 56 | 16d ago | |
| SpokenArabicDigits | LPTM | Accuracy100 | 52 | 2mo ago | |
| JapaneseVowels | Linear Transformer | Accuracy99.2 | 52 | 2mo ago | |
| PAMAP2 | Accuracy97 | 40 | 6d ago | ||
| PENDIGITS (test) | Accuracy97 | 40 | 2mo ago | ||
| HAR | MantisV2 | Accuracy98.83 | 39 | 3mo ago | |
| 128 UCR datasets | PDFTime | Avg Accuracy94.61 | 39 | 12d ago | |
| 18 UEA datasets Regular | FlowPath | Accuracy73.1 | 38 | 2mo ago | |
| fNIRS (test) | ASFormer | F1 Score0.7169 | 36 | 3mo ago | |
| UEA 18 datasets 70% Missing | DualDynamics | Accuracy69.7 | 34 | 2mo ago | |
| 16 TSC datasets (test) | FCN_{128} | P(Pred > True)99.8 | 33 | 3mo ago | |
| UEA datasets average of 6 (test) | Log-NCDE | Average Test Accuracy64.3 | 32 | 5d ago | |
| Japanese Vowels (test) | Accuracy100 | 31 | 1mo ago |
