Table 3 Contains 118 polyp images ETIS_LaribPolypDB test percentage results under different methods.
Methods | labeled | unlabeled | Dice↑ | sm↑ | em↑ | mIoU↑ | MAE↓ | Acc↑ |
|---|---|---|---|---|---|---|---|---|
supervised | 118 | 0 | 80.08 | 85.74 | 89.22 | 85.29 | 2.31 | 97.79 |
supervised-15% | 18 | 0 | 38.77 | 63.06 | 67.28 | 30.97 | 6.06 | 93.94 |
supervised-30% | 36 | 0 | 44.89 | 64.50 | 71.90 | 35.48 | 5.98 | 94.02 |
MT | 18 | 100 | 55.21 | 67.51 | 68.48 | 56.18 | 21.77 | 78.33 |
UAMT | 18 | 100 | 53.39 | 63.36 | 68.19 | 49.13 | 27.32 | 73.56 |
DTC | 18 | 100 | 28.25 | 53.12 | 60.21 | 36.91 | 24.07 | 91.17 |
PolypMix | 18 | 100 | 48.45 | 68.92 | 69.75 | 41.09 | 8.33 | 94.58 |
DSST | 18 | 100 | 50.54 | 61.09 | 63.54 | 46.43 | 28.03 | 71.34 |
W2sPC | 18 | 100 | 57.68 | 65.67 | 63.89 | 52.70 | 8.04 | 92.03 |
EMSSL | 18 | 100 | 35.90 | 55.81 | 52.17 | 26.42 | 19.42 | 85.99 |
UDS-MT(ours) | 18 | 100 | 60.16 | 70.49 | 73.48 | 56.11 | 8.96 | 92.07 |
