Method | F1 score | MAE | RMSE | MAPE | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
TC (+) | TC (−) | Avg. | TC (+) | TC (−) | Avg. | TC (+) | TC (−) | Avg. | TC (+) | TC (−) | Avg. | |
Mi | 0.56 | 0.57 | 0.57 | 40.27 | 24.34 | 32.31 | 52.76 | 28.99 | 40.86 | 44.61 | 53.17 | 45.61 |
U-Net | 0.58 | 0.64 | 0.61 | 39.71 | 20.01 | 29.86 | 48.93 | 26.01 | 37.37 | 43.82 | 42.85 | 43.34 |
S3 Net | 0.68 | 0.71 | 0.70 | 30.07 | 17.52 | 23.80 | 42.68 | 23.53 | 33.11 | 33.82 | 38.16 | 35.99 |
C-Net | 0.75 | 0.78 | 0.77 | 19.01 | 10.41 | 14.71 | 27.21 | 17.21 | 22.21 | 24.19 | 23.34 | 23.77 |