EJNMMI Physics

Table 10 Scintillation-position prediction results of different network architectures for the small SiPM size

From: Concept development of an on-chip PET system

Network architecture	Mean Absolute Error (MAE) [mm]
ConvNeXt Tiny	0.82
ConvNeXt Large	0.82
ConvNeXt Base	0.82
ResNet50	0.83
ResNet18	0.84
ResNet101	0.84
EfficientNet-B0	0.88
EfficientNet-B4	0.90
EfficientNet-B7	0.90

The shown MAE values are computed on the validation dataset

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