Clinical temporal classification on HARTH (test)
80.43Macro-F1Vec
Evaluation results
| Method | Links | ||
|---|---|---|---|
| VecBackbone=PatchTransf., Residual Variant=Res-MS2026.06 | 80.43 | 14.5 | |
| VecBackbone=PatchTransf., Residual Variant=Res-Z2026.06 | 79.4 | 13.47 | |
| VecBackbone=PatchTransf., Residual Variant=Base2026.06 | 79.33 | 13.28 | |
| VecBackbone=PatchTransf., Residual Variant=Res-RCG2026.06 | 79.2 | 13.67 | |
| HistBackbone=ResNet1D, Residual Variant=Res-MS2026.06 | 76.54 | 12.14 | |
| HistBackbone=ResNet1D, Residual Variant=Base2026.06 | 76.34 | 11.92 | |
| IsoBackbone=TempTransf., Residual Variant=Res-RCG2026.06 | 75.55 | 12.39 | |
| IsoBackbone=TempTransf., Residual Variant=Res-Z2026.06 | 75.48 | 12.27 | |
| IsoBackbone=TempTransf., Residual Variant=Base2026.06 | 75.04 | 12.03 | |
| VecBackbone=TempTransf., Residual Variant=Res-MS2026.06 | 74.98 | 11.89 | |
| HistBackbone=ResNet1D, Residual Variant=Res-RCG2026.06 | 74.42 | 10.03 | |
| HistBackbone=ResNet1D, Residual Variant=Res-Z2026.06 | 74.05 | 8.08 | |
| IsoBackbone=FCN, Residual Variant=Res-MS2026.06 | 73.97 | 7.71 | |
| IsoBackbone=FCN, Residual Variant=Res-Z2026.06 | 73.64 | 7.23 | |
| IsoBackbone=FCN, Residual Variant=Res-RCG2026.06 | 73.28 | 6.83 | |
| IsoBackbone=FCN, Residual Variant=Base2026.06 | 73.23 | 6.62 | |
| VecBackbone=GRU, Residual Variant=Res-RCG2026.06 | 69.71 | 12.13 | |
| VecBackbone=LSTM, Residual Variant=Res-RCG2026.06 | 68.88 | 12.23 | |
| VecBackbone=LSTM, Residual Variant=Res-Z2026.06 | 67.9 | 9.99 | |
| MatBackbone=LSTM, Residual Variant=Res-MS2026.06 | 65.29 | 13.11 | |
| MatBackbone=GRU, Residual Variant=Res-MS2026.06 | 65.12 | 17.4 | |
| EvoCal-SBackbone=GRU, Residual Variant=Res-Z2026.06 | 56.44 | 7.57 | |
| VecBackbone=GRU, Residual Variant=Base2026.06 | 51.27 | 5.89 | |
| MatBackbone=LSTM, Residual Variant=Base2026.06 | 49.92 | 7.6 |