Table 4: Comparison of bowel inflammation detection results between the baseline and the proposed methods for Label 3 GT.
Label 3 GT | mAP (%) | Precision (%) | Recall (%) |
Methods | @10 | @50 | @10 | @50 | @10 | @50 |
SSSL (Baseline) | 68.15 | 62.49 | 65.15 | 58.29 | 69.85 | 65.45 |
MSSL (s = 1) | 62.06 | 55.82 | 58.15 | 50.9 | 64.05 | 59.24 |
MSSL (s = 2) | 62.67 | 57.28 | 59.13 | 53.3 | 64.6 | 60.13 |
MSSL (s = 3) | 63.22 | 59.41 | 60.66 | 56.39 | 64.79 | 61.65 |
MSML (s = 1) | 71.01 | 66.21 | 69.45 | 63.29 | 72.36 | 68.24 |
MSML (s = 2) | 65.45 | 61.08 | 63.13 | 57.89 | 67.06 | 63.39 |
MSML (s = 3) | 74.18 | 71.38 | 73.86 | 70.25 | 75.07 | 72.59 |