Classification of elastic scattering and fusion reaction events on MATE-TPC Experimental Data
90.47AccuracyResNet-50
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ResNet-50Epochs=30, Training/Testing ratio=8:22026.05 | 90.47 | 90.28 | |
| ResNet-18Epochs=20, Training/Testing ratio=8:22026.05 | 90.42 | 90.17 | |
| ResNet-50Epochs=30, Training/Testing ratio=6:42026.05 | 90.41 | — | |
| ResNet-34Epochs=20, Training/Testing ratio=6:42026.05 | 90.39 | — | |
| VGG-19Epochs=20, Training/Testing ratio=7:32026.05 | 90.26 | — | |
| ResNet-34Epochs=20, Training/Testing ratio=8:22026.05 | 90.19 | 90.22 | |
| ResNet-18Epochs=20, Training/Testing ratio=7:32026.05 | 90.13 | — | |
| ResNet-34Epochs=20, Training/Testing ratio=7:32026.05 | 90.07 | — | |
| ResNet-18Epochs=20, Training/Testing ratio=6:42026.05 | 89.96 | — | |
| VGG-19Epochs=20, Training/Testing ratio=6:42026.05 | 89.96 | — | |
| ResNet-50Epochs=30, Training/Testing ratio=7:32026.05 | 89.95 | — | |
| VGG-19Epochs=20, Training/Testing ratio=8:22026.05 | 89.75 | 89.99 |