Template-Matching Normalization on MNI152 (test)
0.76DSC4C2FViT-semi
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| C2FViT-semi#Param=15.2M, Initialization Protocol=Center of Mass (CoM), Supervision=Semi-supervised2022.03 | 0.76 | 0.7 | 4.6 | 0.13 | — | — | — | — | |
| VTN-Affine-semi#Param=14.0M, Initialization Protocol=Center of Mass (CoM), Supervision=Semi-supervised2022.03 | 0.75 | 0.7 | 4.65 | 0.002 | — | — | — | — | |
| ANTSInitialization Protocol=Center of Mass (CoM)2022.03 | 0.74 | 0.67 | 4.65 | 38.2 | — | — | — | — | |
| ElastixInitialization Protocol=Center of Mass (CoM)2022.03 | 0.73 | 0.64 | 5.01 | 6.6 | — | — | — | — | |
| ConvNet-Affine-semi#Param=14.7M, Initialization Protocol=Center of Mass (CoM), Supervision=Semi-supervised2022.03 | 0.73 | 0.66 | 4.94 | 0.12 | — | — | — | — | |
| C2FViT#Param=15.2M, Initialization Protocol=Center of Mass (CoM), Supervision=Unsupervised2022.03 | 0.72 | 0.65 | 4.99 | 0.12 | — | — | — | — | |
| C2FViT#Param=15.2M, Initialization Protocol=None, Supervision=Unsupervised2022.03 | 0.71 | 0.64 | 5.17 | 0.09 | — | — | — | — | |
| VTN-Affine#Param=14.0M, Initialization Protocol=Center of Mass (CoM), Supervision=Unsupervised2022.03 | 0.71 | 0.64 | 5.11 | 0.003 | — | — | — | — | |
| ConvNet-Affine#Param=14.7M, Initialization Protocol=Center of Mass (CoM), Supervision=Unsupervised2022.03 | 0.7 | 0.63 | 5.28 | 0.12 | — | — | — | — | |
| VTN-Affine#Param=14.0M, Initialization Protocol=None, Supervision=Unsupervised2022.03 | 0.67 | 0.6 | 5.8 | 0.002 | — | — | — | — | |
| ConvNet-Affine#Param=14.7M, Initialization Protocol=None, Supervision=Unsupervised2022.03 | 0.65 | 0.56 | 6.14 | 0.12 | — | — | — | — | |
| Initial (CoM)Initialization Protocol=Center of Mass (CoM)2022.03 | 0.49 | 0.35 | 11.03 | — | — | — | — | — | |
| InitialInitialization Protocol=None2022.03 | 0.14 | 0.02 | 29.26 | — | — | — | — | — | |
| ANTsInitialization (Center of Mass)=true2022.03 | — | — | — | — | 0.74 | 0.67 | 4.65 | 38.2 | |
| C2FViT#Param=15.2 M, Initialization (Center of Mass)=true, Supervision=unsupervised2022.03 | — | — | — | — | 0.72 | 0.65 | 4.99 | 0.12 | |
| C2FViT-semi#Param=15.2 M, Initialization (Center of Mass)=true, Supervision=semi-supervised2022.03 | — | — | — | — | 0.76 | 0.7 | 4.6 | 0.13 | |
| ConvNet-Affine#Param=14.7 M, Initialization (Center of Mass)=true, Supervision=unsupervised2022.03 | — | — | — | — | 0.7 | 0.63 | 5.28 | 0.12 | |
| ConvNet-Affine-semi#Param=14.7 M, Initialization (Center of Mass)=true, Supervision=semi-supervised2022.03 | — | — | — | — | 0.73 | 0.66 | 4.94 | 0.12 | |
| ElastixInitialization (Center of Mass)=true2022.03 | — | — | — | — | 0.73 | 0.64 | 5.01 | 6.6 | |
| Initial (CoM)Initialization (Center of Mass)=true2022.03 | — | — | — | — | 0.49 | 0.35 | 11.03 | — | |
| VTN-Affine#Param=14.0 M, Initialization (Center of Mass)=true, Supervision=unsupervised2022.03 | — | — | — | — | 0.71 | 0.64 | 5.11 | 0.003 | |
| VTN-Affine-semi#Param=14.0 M, Initialization (Center of Mass)=true, Supervision=semi-supervised2022.03 | — | — | — | — | 0.75 | 0.7 | 4.65 | 0.002 |