Table 3: Comparison of bowel inflammation detection results between the baseline and the proposed methods for All GT.

All GT mAP (%) Precision (%) Recall (%)
Methods @10 @50 @10 @50 @10 @50
SSSL (Baseline) 68.83 62.27 66.17 58.16 70.54 65.46
MSSL (s = 1) 63.60 56.48 59.84 51.31 65.84 60.33
MSSL (s = 2) 65.30 58.03 61.84 53.77 67.44 61.42
MSSL (s = 3) 66.95 60.90 64.56 57.19 68.71 63.77
MSML (s = 1) 69.27 63.06 67.10 59.68 70.90 65.85
MSML (s = 2) 67.45 61.52 65.56 58.23 69.41 64.45
MSML (s = 3) 67.65 62.11 65.93 59.27 69.18 64.71