Table 6.
Ablation study of SimTrip on the ALL dataset (1%).
Baseline | +Image Augmentations | +Projection MLP | +Prediction MLP | SimTrip | |
---|---|---|---|---|---|
Accuracy (%) | 83.6 | 84.2 | 84.0 | 85.7 | 88.0 |
Precision (%) | 86.4 | 83.2 | 86.8 | 83.0 | 88.6 |
Recall (%) | 79.6 | 78.6 | 76.8 | 84.7 | 85.8 |
F1-score (%) | 80.0 | 78.9 | 77.3 | 83.0 | 86.7 |