|  | TPS deviation | Combined Model | 1D Model | 3D Model (Transformer) | 3D Model (Res-Net) | 3D Model (U-Net) |
---|---|---|---|---|---|---|---|
MAPE (%) | PTV D95 | 2.55 | 1.23 | 1.52 | 1.66 | 1.69 | 2.13 |
PTV D2 | 3.67 | 2.36 | 2.67 | 2.45 | 2.62 | 2.73 | |
PTV Dmean | 2.36 | 1.46 | 1.70 | 1.71 | 1.85 | 2.12 | |
MAE | GPR | / | 0.039 | 0.046 | 0.040 | 0.040 | 0.044 |
PTV HI | 0.041 | 0.018 | 0.021 | 0.019 | 0.020 | 0.019 | |
PTV CI | 0.125 | 0.075 | 0.078 | 0.084 | 0.094 | 0.091 | |
AUC | Classfication | / | 0.92 | 0.88 | 0.86 | 0.85 | 0.81 |
Number of parameters | / | 1.9Â M | 44Â K | 1.9Â M | 3.6Â M | 3.5Â M |