Elastic Scattering and Fusion Reaction Event Classification on MATE-TPC Simulated Data
97.89AccuracyResNet-50
Evaluation Results
| Method | Links | |
|---|---|---|
| ResNet-50Epochs=30, Training/Testing ratio=8:22026.05 | 97.89 | |
| ResNet-34Epochs=20, Training/Testing ratio=6:42026.05 | 97.82 | |
| VGG-19Epochs=20, Training/Testing ratio=7:32026.05 | 97.81 | |
| ResNet-18Epochs=20, Training/Testing ratio=8:22026.05 | 97.8 | |
| VGG-19Epochs=20, Training/Testing ratio=8:22026.05 | 97.77 | |
| ResNet-50Epochs=30, Training/Testing ratio=6:42026.05 | 97.74 | |
| ResNet-18Epochs=20, Training/Testing ratio=6:42026.05 | 97.72 | |
| ResNet-18Epochs=20, Training/Testing ratio=7:32026.05 | 97.64 | |
| ResNet-34Epochs=20, Training/Testing ratio=8:22026.05 | 97.61 | |
| ResNet-50Epochs=30, Training/Testing ratio=7:32026.05 | 97.41 | |
| VGG-19Epochs=20, Training/Testing ratio=6:42026.05 | 97.39 | |
| ResNet-34Epochs=20, Training/Testing ratio=7:32026.05 | 97.26 |