Clinical temporal classification on MHEALTH (test)
94.57Macro F1AdaT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AdaTBackbone=TempTransf., Residual Variant=Base2026.06 | 94.57 | 0 | |
| AdaTBackbone=TempTransf., Residual Variant=Res-RCG2026.06 | 94.57 | 0 | |
| AdaTBackbone=TempTransf., Residual Variant=Res-Z2026.06 | 94.5 | 0 | |
| AdaTBackbone=TempTransf., Residual Variant=Res-MS2026.06 | 94.38 | 0 | |
| AdaTBackbone=FCN, Residual Variant=Res-MS2026.06 | 90.43 | 0 | |
| AdaTBackbone=FCN, Residual Variant=Res-RCG2026.06 | 90.37 | 0 | |
| AdaTBackbone=FCN, Residual Variant=Res-Z2026.06 | 90.14 | 0 | |
| Sep-RSBackbone=PatchTransf., Residual Variant=Res-RCG2026.06 | 89.84 | 0.77 | |
| AdaTBackbone=FCN, Residual Variant=Base2026.06 | 89.58 | 0 | |
| AdaTBackbone=PatchTransf., Residual Variant=Res-MS2026.06 | 89.01 | 0 | |
| AdaTBackbone=PatchTransf., Residual Variant=Base2026.06 | 88.95 | 0 | |
| AdaTBackbone=PatchTransf., Residual Variant=Res-Z2026.06 | 88.95 | 0 | |
| Sep-RSBackbone=ResNet1D, Residual Variant=Res-MS2026.06 | 85.7 | 1.66 | |
| AdaTBackbone=ResNet1D, Residual Variant=Res-Z2026.06 | 84.26 | 0 | |
| EvoCal-SBackbone=ResNet1D, Residual Variant=Res-RCG2026.06 | 84.12 | 0.04 | |
| AdaTBackbone=ResNet1D, Residual Variant=Base2026.06 | 83.69 | 0 | |
| EvoCal-SBackbone=LSTM, Residual Variant=Res-MS2026.06 | 70.25 | 2.7 | |
| EvoCal-SBackbone=GRU, Residual Variant=Res-RCG2026.06 | 70.23 | 6.41 | |
| Sep-RSBackbone=LSTM, Residual Variant=Res-RCG2026.06 | 69.45 | 1.3 | |
| IsoBackbone=LSTM, Residual Variant=Res-Z2026.06 | 66.02 | 0.74 | |
| EvoCal-SBackbone=GRU, Residual Variant=Res-Z2026.06 | 62.79 | 6.86 | |
| VecBackbone=LSTM, Residual Variant=Base2026.06 | 62.5 | 0.96 | |
| VecBackbone=GRU, Residual Variant=Res-MS2026.06 | 57.46 | 1.66 | |
| VecBackbone=GRU, Residual Variant=Base2026.06 | 54.99 | 3.37 |