Multivariate Time Series Classification on HandMovementDirection
59.46AccuracyCIF
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CIFTrain Size=1602023.05 | 59.46 | — | |
| LPTM2023.11 | 53 | — | |
| HC2Train Size=1602023.05 | 47.3 | — | |
| TST2023.11 | 46 | — | |
| TS2Vec2023.11 | 45 | — | |
| ROCKETTrain Size=1602023.05 | 41.89 | — | |
| UCFfusion_strategy=median2026.04 | 41.89 | 0.8 | |
| ConvTranTrain Size=1602023.05 | 40.54 | — | |
| MERIT2025.10 | 38.9 | — | |
| FETABackbone=Qwen32025.10 | 37.8 | — | |
| TS-TCC2023.11 | 37 | — | |
| WEASEL+MUSE2025.10 | 36.5 | — | |
| MLSTM-FCNs2025.10 | 36.5 | — | |
| UCFfusion_strategy=barycenter2026.04 | 36.48 | 23.1 | |
| TimesURL2025.10 | 36.1 | — | |
| UCFfusion_strategy=mean2026.04 | 35.13 | 0.8 | |
| FETABackbone=DeepSeek R12025.10 | 35.1 | — | |
| TimesNet2023.11 | 34 | — | |
| SimMTM2023.11 | 34 | — | |
| TapNet2026.04 | 33.78 | 6.4 | |
| QUANTconfiguration=ensemble2026.04 | 33.78 | 8.4 | |
| TS-TCC2025.10 | 33.3 | — | |
| TS2Vec2025.10 | 33.3 | — | |
| TARNet2023.11 | 32 | — | |
| QUANTconfiguration=concatenation2026.04 | 31.08 | 6.5 | |
| DTWI2026.04 | 31.08 | 2.7 | |
| TST2025.10 | 30.6 | — | |
| T-Loss2025.10 | 30.6 | — | |
| DTW2025.10 | 27.8 | — | |
| Autoformer2023.11 | 27 | — | |
| DeepSeek R12025.10 | 25.7 | — | |
| FETABackbone=LLaMA3.12025.10 | 25.7 | — | |
| WEASEL+MUSE2026.04 | 25.67 | 33.7 | |
| DTWD2026.04 | 22.97 | 56.1 | |
| CRT2023.11 | 21 | — | |
| Informer2023.11 | 14 | — |