Clinical temporal classification on PTB-XL (test)
74.59Macro-F1EvoCal-F
Evaluation results
| Method | Links | ||
|---|---|---|---|
| EvoCal-FBackbone=ResNet1D, Residual Variant=Res-Z2026.06 | 74.59 | 0.66 | |
| EvoCal-SBackbone=ResNet1D, Residual Variant=Res-MS2026.06 | 74.57 | 0.67 | |
| Final-RSBackbone=ResNet1D, Residual Variant=Res-RCG2026.06 | 74.46 | 0.54 | |
| EvoCal-FBackbone=ResNet1D, Residual Variant=Base2026.06 | 74.24 | 0.71 | |
| EvoCal-SBackbone=FCN, Residual Variant=Res-MS2026.06 | 71.62 | 1.29 | |
| EvoCal-SBackbone=FCN, Residual Variant=Res-Z2026.06 | 71.57 | 0.9 | |
| EvoCal-FBackbone=FCN, Residual Variant=Res-RCG2026.06 | 71.55 | 1.19 | |
| EvoCal-FBackbone=FCN, Residual Variant=Base2026.06 | 71.1 | 0.9 | |
| EvoCal-FBackbone=PatchTransf., Residual Variant=Res-MS2026.06 | 69.84 | 0.85 | |
| EvoCal-SBackbone=PatchTransf., Residual Variant=Res-RCG2026.06 | 69.74 | 0.73 | |
| EvoCal-FBackbone=PatchTransf., Residual Variant=Base2026.06 | 69.7 | 0.7 | |
| EvoCal-FBackbone=PatchTransf., Residual Variant=Res-Z2026.06 | 69.7 | 0.62 | |
| Final-RSBackbone=TempTransf., Residual Variant=Base2026.06 | 67.17 | 0.81 | |
| EvoCal-SBackbone=TempTransf., Residual Variant=Res-RCG2026.06 | 67.1 | 0.74 | |
| EvoCal-FBackbone=TempTransf., Residual Variant=Res-Z2026.06 | 67.06 | 0.72 | |
| EvoCal-SBackbone=TempTransf., Residual Variant=Res-MS2026.06 | 67.05 | 0.74 | |
| EvoCal-SBackbone=GRU, Residual Variant=Res-RCG2026.06 | 64.3 | 2.85 | |
| EvoCal-SBackbone=GRU, Residual Variant=Res-Z2026.06 | 64.05 | 2.5 | |
| EvoCal-SBackbone=GRU, Residual Variant=Res-MS2026.06 | 63.79 | 3.01 | |
| EvoCal-SBackbone=LSTM, Residual Variant=Res-Z2026.06 | 63.43 | 4.54 | |
| EvoCal-SBackbone=LSTM, Residual Variant=Res-RCG2026.06 | 62.84 | 3.99 | |
| EvoCal-SBackbone=LSTM, Residual Variant=Res-MS2026.06 | 62.08 | 4.13 | |
| EvoCal-FBackbone=GRU, Residual Variant=Base2026.06 | 59.44 | 0.86 | |
| EvoCal-FBackbone=LSTM, Residual Variant=Base2026.06 | 55.78 | 0.59 |