Segmentation on ImageCAS (test)
79.71DSCCTNet
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CTNetTraining Paradigm=Full-supervised, L Volumes=900, U Volumes=0, Source=BIBM’222026.01 | 79.71 | 69.31 | 11.97 | |
| ERNetTraining Paradigm=Full-supervised, L Volumes=900, U Volumes=0, Source=Med Image Anal ’222026.01 | 76.25 | 64.56 | 18.92 | |
| DiCoTraining Paradigm=Semi-supervised, L Volumes=45, U Volumes=855, Source=Ours2026.01 | 73.79 | 58.59 | 20 | |
| DSCNetTraining Paradigm=Full-supervised, L Volumes=900, U Volumes=0, Source=ICCV’232026.01 | 73.49 | 58.06 | 22.78 | |
| SLCNetTraining Paradigm=Semi-supervised, L Volumes=45, U Volumes=855, Source=MICCAI’222026.01 | 72.78 | 57.36 | 20.44 | |
| SASSNetTraining Paradigm=Semi-supervised, L Volumes=45, U Volumes=855, Source=MICCAI’202026.01 | 72.73 | 58.54 | 21.96 | |
| MagicNetTraining Paradigm=Semi-supervised, L Volumes=45, U Volumes=855, Source=CVPR’232026.01 | 71.88 | 57.5 | 22.1 | |
| CAMLTraining Paradigm=Semi-supervised, L Volumes=45, U Volumes=855, Source=MICCAI’232026.01 | 71.66 | 58.03 | 23.73 | |
| VNetTraining Paradigm=Full-supervised, L Volumes=900, U Volumes=0, Source=ICCV’162026.01 | 71.19 | 55.36 | 23.88 | |
| MTTraining Paradigm=Semi-supervised, L Volumes=45, U Volumes=855, Source=ICLR’172026.01 | 71.05 | 56.32 | 24.06 | |
| UA-MTTraining Paradigm=Semi-supervised, L Volumes=45, U Volumes=855, Source=MICCAI’192026.01 | 70.11 | 55.83 | 23.11 | |
| CauSSLTraining Paradigm=Semi-supervised, L Volumes=45, U Volumes=855, Source=ICCV’232026.01 | 69.14 | 53.25 | 24.79 | |
| GuidedNetTraining Paradigm=Semi-supervised, L Volumes=45, U Volumes=855, Source=ACMMM’242026.01 | 65.24 | 50.63 | 30.21 |