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