Clinical temporal classification on UCI-HAR (test)
93.15Macro F1 ScoreAdaT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| AdaTBackbone=ResNet1D, Residual Variant=Res-MS2026.06 | 93.15 | 0 | |
| AdaTBackbone=ResNet1D, Residual Variant=Res-RCG2026.06 | 93.06 | 0 | |
| AdaTBackbone=ResNet1D, Residual Variant=Base2026.06 | 92.97 | 0 | |
| AdaTBackbone=ResNet1D, Residual Variant=Res-Z2026.06 | 92.84 | 0 | |
| AdaTBackbone=FCN, Residual Variant=Res-RCG2026.06 | 92.39 | 0 | |
| AdaTBackbone=FCN, Residual Variant=Base2026.06 | 92.33 | 0 | |
| AdaTBackbone=FCN, Residual Variant=Res-MS2026.06 | 92.33 | 0 | |
| AdaTBackbone=FCN, Residual Variant=Res-Z2026.06 | 91.99 | 0 | |
| Final-RSBackbone=PatchTransf., Residual Variant=Res-RCG2026.06 | 91.82 | 0.23 | |
| AdaTBackbone=PatchTransf., Residual Variant=Base2026.06 | 91.65 | 0 | |
| Final-RSBackbone=PatchTransf., Residual Variant=Res-MS2026.06 | 91.63 | 0.05 | |
| AdaTBackbone=PatchTransf., Residual Variant=Res-Z2026.06 | 91.62 | 0 | |
| Sep-RSBackbone=TempTransf., Residual Variant=Res-Z2026.06 | 89.92 | 0.46 | |
| Sep-RSBackbone=TempTransf., Residual Variant=Res-RCG2026.06 | 89.92 | 0.44 | |
| IsoBackbone=TempTransf., Residual Variant=Base2026.06 | 89.83 | 0.26 | |
| Sep-RSBackbone=TempTransf., Residual Variant=Res-MS2026.06 | 89.81 | 0.36 | |
| Sep-RSBackbone=LSTM, Residual Variant=Res-RCG2026.06 | 89 | 4.27 | |
| Sep-RSBackbone=GRU, Residual Variant=Res-Z2026.06 | 88.7 | 0.45 | |
| Sep-RSBackbone=LSTM, Residual Variant=Res-Z2026.06 | 88.45 | 2.67 | |
| AdaTBackbone=GRU, Residual Variant=Res-RCG2026.06 | 88.38 | 0 | |
| AdaTBackbone=GRU, Residual Variant=Res-MS2026.06 | 88.32 | 0 | |
| Final-RSBackbone=GRU, Residual Variant=Base2026.06 | 87.66 | 0.04 | |
| EvoCal-SBackbone=LSTM, Residual Variant=Res-MS2026.06 | 85.65 | 0.72 | |
| Final-RSBackbone=LSTM, Residual Variant=Base2026.06 | 84.06 | 0.09 |