Brain age estimation on IXI (test)
8.82MAEGCLSS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| GCLSSType=Semi-Supervised, Labeled ratio=1/2, Backbone=3D ResNet-182025.12 | 8.82 | 0.51 | |
| GCLSSType=Semi-Supervised, Labeled ratio=1/5, Backbone=3D ResNet-182025.12 | 8.98 | 0.533 | |
| GCLSSType=Semi-Supervised, Labeled ratio=1/4, Backbone=3D ResNet-182025.12 | 9.01 | 0.493 | |
| GCLSSType=Semi-Supervised, Labeled ratio=1/3, Backbone=3D ResNet-182025.12 | 9.33 | 0.489 | |
| CLSSType=Semi-Supervised, Labeled ratio=1/2, Backbone=3D ResNet-182025.12 | 9.37 | 0.489 | |
| CLSSType=Semi-Supervised, Labeled ratio=1/5, Backbone=3D ResNet-182025.12 | 9.58 | 0.45 | |
| CPSType=Semi-Supervised, Labeled ratio=1/3, Backbone=3D ResNet-182025.12 | 9.64 | 0.462 | |
| UCVMEType=Semi-Supervised, Labeled ratio=1/3, Backbone=3D ResNet-182025.12 | 9.65 | 0.455 | |
| CLSSType=Semi-Supervised, Labeled ratio=1/4, Backbone=3D ResNet-182025.12 | 9.68 | 0.445 | |
| CPSType=Semi-Supervised, Labeled ratio=1/2, Backbone=3D ResNet-182025.12 | 9.69 | 0.462 | |
| CLSSType=Semi-Supervised, Labeled ratio=1/3, Backbone=3D ResNet-182025.12 | 9.72 | 0.449 | |
| UCVMEType=Semi-Supervised, Labeled ratio=1/5, Backbone=3D ResNet-182025.12 | 9.83 | 0.417 | |
| RegressionType=Supervised, Labeled ratio=1/5, Backbone=3D ResNet-182025.12 | 9.95 | 0.431 | |
| UCVMEType=Semi-Supervised, Labeled ratio=1/2, Backbone=3D ResNet-182025.12 | 10.06 | 0.399 | |
| CPSType=Semi-Supervised, Labeled ratio=1/5, Backbone=3D ResNet-182025.12 | 10.23 | 0.39 | |
| Mean-TeacherType=Supervised, Labeled ratio=1/4, Backbone=3D ResNet-182025.12 | 10.27 | 0.229 | |
| CPSType=Semi-Supervised, Labeled ratio=1/4, Backbone=3D ResNet-182025.12 | 10.27 | 0.394 | |
| Mean-TeacherType=Supervised, Labeled ratio=1/3, Backbone=3D ResNet-182025.12 | 10.52 | 0.234 | |
| UCVMEType=Semi-Supervised, Labeled ratio=1/4, Backbone=3D ResNet-182025.12 | 10.86 | 0.323 | |
| RegressionType=Supervised, Labeled ratio=1/2, Backbone=3D ResNet-182025.12 | 10.93 | 0.333 | |
| Mean-TeacherType=Supervised, Labeled ratio=1/5, Backbone=3D ResNet-182025.12 | 11.23 | 0.391 | |
| RegressionType=Supervised, Labeled ratio=1/3, Backbone=3D ResNet-182025.12 | 11.76 | 0.233 | |
| RegressionType=Supervised, Labeled ratio=1/4, Backbone=3D ResNet-182025.12 | 11.93 | 0.202 | |
| Mean-TeacherType=Supervised, Labeled ratio=1/2, Backbone=3D ResNet-182025.12 | 12.01 | 0.363 |