Multivariate Time Series Classification on UEA multivariate time-series classification archive (test)
66.9Accuracy (Bio)TimeSliver
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| TimeSliverType=Ours2026.01 | 66.9 | 90.9 | 55.2 | 93.6 | 76.1 | 75.6 | |
| RLPAMType=Deep Learning2026.01 | 66.75 | 89.5 | 55.1 | 90 | 67.4 | 74.3 | |
| ShapeConvType=Deep Learning2026.01 | 61.24 | 89 | 54.1 | 95 | 64.8 | 72.4 | |
| TimesNetType=Deep Learning2026.01 | 61.06 | 77.9 | 42.1 | 91.3 | 61.9 | 67.3 | |
| IncTimeType=Deep Learning2026.01 | 60.3 | 96.4 | 61.6 | 95 | 69.1 | 74.3 | |
| SBMType=Deep Learning2026.01 | 59.8 | 86 | 45.8 | 94.1 | 66.7 | 70.5 | |
| InterpGNType=Deep Learning2026.01 | 58.73 | 91.4 | 52.6 | 98.3 | 70.7 | 73.7 | |
| FCNType=Deep Learning2026.01 | 56.76 | 90.8 | 58.4 | 97.8 | 63.4 | 72.2 | |
| MUSEType=Dictionary-Based2026.01 | 55.7 | 88.3 | 51.8 | 96 | 81.7 | 72.3 | |
| ShapeNetType=Deep Learning2026.01 | 55.28 | 86.3 | 59.3 | 94 | 53.3 | 68.2 | |
| CIFType=Dictionary-Based2026.01 | 54 | 85.4 | 55.1 | 96.2 | 83 | 71.5 | |
| ROCKETType=Feature-Based ML2026.01 | 53.8 | 90.1 | 48.7 | 96.6 | 75.6 | 70.2 | |
| MrSEQLType=Feature-Based ML2026.01 | 52.3 | 87.8 | 47.6 | 94.2 | 76.6 | 69.2 | |
| TapNetType=Deep Learning2026.01 | 49.9 | 84.5 | 51.5 | 91.5 | 65.4 | 64.8 | |
| gRSFType=Dictionary-Based2026.01 | 49 | 84.3 | 46.1 | 88.3 | 71.7 | 63.8 | |
| TS2VecType=Deep Learning2026.01 | 48.57 | 87.4 | 53.2 | 94.7 | 65 | 68 | |
| ResNetType=Deep Learning2026.01 | 48.3 | 90.6 | 47.5 | 97.3 | 57.2 | 63.3 | |
| DTW_IType=Distance-Based2026.01 | 47.9 | 77.1 | 34.4 | 90.7 | 59.2 | 61.3 | |
| DTW_DType=Distance-Based2026.01 | 46.9 | 87.5 | 44.5 | 95.4 | 63.9 | 66.8 | |
| DTW_AType=Distance-Based2026.01 | 45.4 | 88.1 | 63.3 | 95.4 | 71.3 | 69.7 |