Brain Tissue Segmentation on iSEG challenge 2017 (test)
96CSF DSCEarlyFusion_Ensemble
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| EarlyFusion_EnsembleArchitecture=Ensemble of CNNs, Fusion type=Early2017.12 | 96 | 9.03 | 0.14 | 92 | 6.42 | 0.34 | 90 | 6.98 | 0.38 | — | |
| LateFusion_EnsembleArchitecture=Ensemble of CNNs, Fusion type=Late2017.12 | 96 | 9.13 | 0.12 | 92 | 6.06 | 0.34 | 90 | 7.45 | 0.41 | — | |
| Bern_IPMI2017.12 | 96 | 9.62 | 0.13 | 92 | 6.46 | 0.34 | 90 | 6.78 | 0.4 | — | |
| MSL-SKKU2017.12 | 96 | 9.07 | 0.12 | 92 | 5.98 | 0.33 | 90 | 6.44 | 0.39 | — | |
| BCH_CRL_IMAGINE2018.04 | 96 | 8.85 | 0.11 | 92.6 | 9.557 | 0.311 | 90.7 | 7.104 | 0.36 | — | |
| MSL_SKKU2018.04 | 95.8 | 9.112 | 0.116 | 92.3 | 5.999 | 0.321 | 90.4 | 6.618 | 0.375 | — | |
| Qamar et al.Depth=822022.03 | 95.8 | — | — | 92.05 | — | — | 90.5 | — | — | 92.77 | |
| HyperDenseNet2018.04 | 95.6 | 9.421 | 0.12 | 92 | 5.752 | 0.329 | 90.1 | 6.66 | 0.382 | — | |
| EarlyFusion_SingleArchitecture=Single CNN, Fusion type=Early2017.12 | 95 | 9.3 | 0.13 | 92 | 7.13 | 0.35 | 90 | 6.9 | 0.41 | — | |
| nic_vicorob2017.12 | 95 | 9.18 | 0.14 | 91 | 7.65 | 0.37 | 89 | 7.15 | 0.43 | — | |
| TU/e IMAG/e2017.12 | 95 | 9.43 | 0.15 | 90 | 6.86 | 0.38 | 89 | 6.91 | 0.43 | — | |
| 3D-SkipDenseSegDepth=472022.03 | 94.88 | — | — | 91.64 | — | — | 91.02 | — | — | 92.51 | |
| 3D-UnetDepth=182022.03 | 94.39 | — | — | 90.55 | — | — | 89.83 | — | — | 91.59 | |
| VoxResNetDepth=252022.03 | 94.28 | — | — | 90.64 | — | — | 89.87 | — | — | 91.6 | |
| 3D-UCapsDepth=172022.03 | 94.21 | — | — | 91.34 | — | — | 90.95 | — | — | 92.17 | |
| 3D-SegCapsDepth=162022.03 | 93.62 | — | — | 88.53 | — | — | 86.49 | — | — | 89.55 | |
| CC-3D-FCNDepth=342022.03 | 92.4 | — | — | 90.74 | — | — | 89.19 | — | — | 90.79 | |
| CatholicU2018.04 | 91.6 | 10.97 | 0.241 | 84.2 | 7.283 | 0.546 | 81.9 | 8.239 | 0.675 | — | |
| DenseVoxNetDepth=322022.03 | 91.26 | — | — | 88.51 | — | — | 85.46 | — | — | 89.24 | |
| SegCaps (2D)Depth=162022.03 | 90.19 | — | — | 84.19 | — | — | 82.8 | — | — | 85.73 |