Table 2 Performance of INHEARIT fine-tuned with item 2 (SA, moderate augmentation) with various dataset combinations.
Experiment | Number of Original Patches | Dataset | Augmentation | IoU (Avg ± SD) | IoU(2)a |
|---|---|---|---|---|---|
4 | 110 | SA → FA | Low | 0.686 ± 0.026 | + |
Moderate | 0.724 ± 0.030 | + | |||
High | 0.749 ± 0.013 | + | |||
5 | 372 | SA → FASA | Low | 0.702 ± 0.032 | + |
Moderate | 0.760 ± 0.014 | + | |||
High | 0.761 ± 0.036 | + | |||
6 | 60 | SA → FA’ | Low | 0.610 ± 0.040 | − |
Moderate | 0.743 ± 0.031 | + | |||
High | 0.716 ± 0.027 | + | |||
7 | 322 | SA → FA’SA | Low | 0.642 ± 0.025 | + |
Moderate | 0.678 ± 0.018 | − | |||
High | 0.674 ± 0.016 | − |