Prostate Segmentation on Prostate MRI (test)
2.12Center 1 Positional ErrorTriD
Evaluation results
| Method | Links | ||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| TriDYear=20232025.01 | 2.12 | 4.62 | 3.18 | 2.97 | 2.82 | 3.14 | — | — | — | — | — | — | |
| Upper bound w/o BDABDA=w/o2025.01 | 2.62 | 4.03 | 3.5 | 2.94 | 4.25 | 3.47 | — | — | — | — | — | — | |
| UniDDGvariant=Ours2025.01 | 2.63 | 4.2 | 2.65 | 2.88 | 2.14 | 2.9 | — | — | — | — | — | — | |
| UniDDG w/o SA2025.01 | 2.66 | 3.12 | 3.17 | 6.16 | 2.16 | 3.46 | — | — | — | — | — | — | |
| UniDDG w/o EMA2025.01 | 2.77 | 2.92 | 2.91 | 3.87 | 2.2 | 2.93 | — | — | — | — | — | — | |
| DFQYear=20232025.01 | 2.79 | 3.99 | 3.2 | 2.48 | 2.21 | 2.93 | — | — | — | — | — | — | |
| DofeYear=20202025.01 | 3.12 | 3.37 | 2.41 | 2.48 | 2.95 | 2.87 | — | — | — | — | — | — | |
| Lower bound2025.01 | 3.29 | 3.86 | 4.92 | 3.89 | 2.48 | 3.69 | — | — | — | — | — | — | |
| Upper bound2025.01 | 3.56 | 3.95 | 2.18 | 7.43 | 3.04 | 4.03 | — | — | — | — | — | — | |
| MixupYear=20172025.01 | 3.58 | 7.54 | 3.12 | 3.15 | 3.11 | 4.1 | — | — | — | — | — | — | |
| Lower bound w/o BDABDA=w/o2025.01 | 3.95 | 6.58 | 6.21 | 6.26 | 2.65 | 5.13 | — | — | — | — | — | — | |
| CutmixYear=20192025.01 | 4.11 | 6.05 | 3.08 | 1.99 | 2.41 | 3.53 | — | — | — | — | — | — | |
| Manifold MixupYear=20192025.01 | 4.15 | 7.18 | 3.18 | 5.5 | 2.74 | 4.55 | — | — | — | — | — | — | |
| CDDSAYear=20232025.01 | 4.57 | 5.29 | 4.43 | 2.12 | 4.78 | 4.24 | — | — | — | — | — | — | |
| CDDSACondition=w/ wrong domain label2025.01 | 5.05 | 6.59 | 5.13 | 3.05 | 5.37 | 5.04 | — | — | — | — | — | — | |
| BigAugYear=20202025.01 | 5.07 | 3.06 | 2.91 | 3.69 | 2.5 | 3.45 | — | — | — | — | — | — | |
| DofeCondition=w/ wrong domain label2025.01 | 5.25 | 4.58 | 4.12 | 4.04 | 3.05 | 4.21 | — | — | — | — | — | — | |
| BigAugYear=20202025.01 | — | — | — | — | — | — | 85.36 | 85.12 | 86.97 | 81.57 | 83.9 | 84.58 | |
| CDDSAYear=20232025.01 | — | — | — | — | — | — | 85.22 | 82.27 | 87.1 | 81.99 | 80.9 | 83.5 | |
| CDDSAdomain label=wrong2025.01 | — | — | — | — | — | — | 82.6 | 80.24 | 82.78 | 78.43 | 78.89 | 80.59 | |
| CutmixYear=20192025.01 | — | — | — | — | — | — | 85.72 | 80.88 | 88.4 | 85.46 | 84.43 | 84.98 | |
| DFQYear=20242025.01 | — | — | — | — | — | — | 88.54 | 85.04 | 88.63 | 85.31 | 85.1 | 86.82 | |
| DofeYear=20202025.01 | — | — | — | — | — | — | 85.77 | 86.18 | 88.54 | 80.32 | 83.16 | 84.79 | |
| Dofedomain label=wrong2025.01 | — | — | — | — | — | — | 84.05 | 82.46 | 85.66 | 79.69 | 83.15 | 83 | |
| Lower boundEvaluation Protocol=Lower bound, Data Augmentation (BDA)=false2025.01 | — | — | — | — | — | — | 84.43 | 74.19 | 80.41 | 74.52 | 83.4 | 79.39 | |
| Lower boundEvaluation Protocol=Lower bound, Data Augmentation (BDA)=true2025.01 | — | — | — | — | — | — | 85.17 | 83.36 | 83.78 | 78.01 | 84.28 | 82.92 | |
| Manifold MixupYear=20192025.01 | — | — | — | — | — | — | 84.61 | 73.7 | 84.75 | 76.59 | 81.97 | 80.32 | |
| MixupYear=20172025.01 | — | — | — | — | — | — | 83.84 | 75.99 | 84.2 | 78.9 | 78.57 | 80.3 | |
| TriDYear=20232025.01 | — | — | — | — | — | — | 89.16 | 82.78 | 86.62 | 84.81 | 83.54 | 86.35 | |
| UniDDGSetup=Ours2025.01 | — | — | — | — | — | — | 87.65 | 88.01 | 89.16 | 83.7 | 86.3 | 86.96 | |
| UniDDG w/o EMA2025.01 | — | — | — | — | — | — | 86.68 | 86.87 | 87.48 | 80.29 | 86.37 | 85.54 | |
| UniDDG w/o SA2025.01 | — | — | — | — | — | — | 87.22 | 85.59 | 87.64 | 81.09 | 86.43 | 85.59 | |
| Upper boundEvaluation Protocol=Upper bound, Data Augmentation (BDA)=false2025.01 | — | — | — | — | — | — | 88.08 | 86.02 | 86.59 | 83 | 77.47 | 84.23 | |
| Upper boundEvaluation Protocol=Upper bound, Data Augmentation (BDA)=true2025.01 | — | — | — | — | — | — | 88 | 88.53 | 89.61 | 81.74 | 78.45 | 85.27 |