Medical Image Segmentation on JSRT (test)
97.64Lung AccuracyBaseline
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| BaselineNoise settings=Original data2021.07 | 97.64 | 94.04 | 90.89 | 94.19 | |
| Superpixel-guided Iterative LearningNoise settings=α = 0.3, β = 0.52021.07 | 96.87 | 93.11 | 88.77 | 92.92 | |
| Superpixel-guided Iterative LearningNoise settings=α = 0.3, β = 0.72021.07 | 96.53 | 92.52 | 88.45 | 92.5 | |
| Superpixel-guided Iterative LearningNoise settings=α = 0.5, β = 0.52021.07 | 96.24 | 92.27 | 87.72 | 92.08 | |
| Tri-networkNoise settings=α = 0.3, β = 0.52021.07 | 96.2 | 92.59 | 88.05 | 92.28 | |
| Superpixel-guided Iterative LearningNoise settings=α = 0.5, β = 0.72021.07 | 95.87 | 91.76 | 86.65 | 91.43 | |
| JoCoRNoise settings=α = 0.3, β = 0.52021.07 | 95.67 | 92.68 | 87.35 | 91.9 | |
| Co-teachingNoise settings=α = 0.3, β = 0.52021.07 | 95.57 | 92.27 | 87.18 | 91.67 | |
| BaselineNoise settings=α = 0.3, β = 0.52021.07 | 95.2 | 90.31 | 87.12 | 90.88 | |
| JoCoRNoise settings=α = 0.3, β = 0.72021.07 | 94.94 | 90.92 | 86.61 | 90.82 | |
| Superpixel-guided Iterative LearningNoise settings=α = 0.7, β = 0.52021.07 | 94.93 | 91.49 | 86.68 | 91.03 | |
| Tri-networkNoise settings=α = 0.3, β = 0.72021.07 | 94.8 | 90.9 | 86.74 | 90.81 | |
| Co-teachingNoise settings=α = 0.3, β = 0.72021.07 | 94.75 | 90.12 | 86.15 | 90.34 | |
| Superpixel-guided Iterative LearningNoise settings=α = 0.7, β = 0.72021.07 | 94.59 | 90.2 | 85.07 | 89.95 | |
| BaselineNoise settings=α = 0.3, β = 0.72021.07 | 94.01 | 88.22 | 83.29 | 88.51 | |
| Tri-networkNoise settings=α = 0.5, β = 0.52021.07 | 93.09 | 90.64 | 87.32 | 90.35 | |
| JoCoRNoise settings=α = 0.5, β = 0.52021.07 | 92.74 | 90.57 | 86.8 | 90.04 | |
| Co-teachingNoise settings=α = 0.5, β = 0.52021.07 | 91.93 | 88.78 | 86.99 | 89.23 | |
| JoCoRNoise settings=α = 0.5, β = 0.72021.07 | 91.27 | 88.86 | 85.94 | 88.69 | |
| Tri-networkNoise settings=α = 0.5, β = 0.72021.07 | 89.87 | 88.16 | 85.99 | 88.01 | |
| BaselineNoise settings=α = 0.5, β = 0.52021.07 | 89.72 | 88.02 | 84.75 | 87.5 | |
| Co-teachingNoise settings=α = 0.5, β = 0.72021.07 | 89.7 | 87.28 | 85.24 | 87.41 | |
| JoCoRNoise settings=α = 0.7, β = 0.52021.07 | 89.22 | 88.33 | 85.32 | 87.62 | |
| Tri-networkNoise settings=α = 0.7, β = 0.52021.07 | 87.75 | 87.46 | 86.34 | 87.18 | |
| BaselineNoise settings=α = 0.5, β = 0.72021.07 | 87.46 | 81.26 | 82.96 | 83.89 | |
| Co-teachingNoise settings=α = 0.7, β = 0.52021.07 | 86.45 | 86.21 | 85.85 | 86.17 | |
| JoCoRNoise settings=α = 0.7, β = 0.72021.07 | 85.94 | 83.91 | 81.33 | 83.73 | |
| Co-teachingNoise settings=α = 0.7, β = 0.72021.07 | 84.71 | 82.01 | 82.24 | 82.99 | |
| Tri-networkNoise settings=α = 0.7, β = 0.72021.07 | 84.35 | 82.48 | 82.7 | 83.18 | |
| BaselineNoise settings=α = 0.7, β = 0.52021.07 | 83.71 | 83.62 | 83.06 | 83.46 | |
| BaselineNoise settings=α = 0.7, β = 0.72021.07 | 79.82 | 78.12 | 77.09 | 78.34 |