Table 7.
Ablation study of SimTrip on the ALL dataset (10%).
Baseline | +Image Augmentations | +Projection MLP | +Prediction MLP | SimTrip | |
---|---|---|---|---|---|
Accuracy (%) | 93.5 | 91.4 | 93.1 | 94.3 | 95.2 |
Precision (%) | 93.8 | 91.8 | 92.7 | 92.8 | 95.5 |
Recall (%) | 92.2 | 88.9 | 92.2 | 94.1 | 94.3 |
F1-score (%) | 92.9 | 89.8 | 92.4 | 93.3 | 94.9 |