Cranial Bone and Suture Segmentation on Pediatric T1-weighted MRI (test)
83R-Frontal Dicedual-stage VAE pipeline
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| dual-stage VAE pipelineFine-tuning=true2025.12 | 83 | 86 | 92 | 93 | 90 | 83 | 76 | 81 | 85 | 13.98 | |
| dual-stage VAE pipelineFine-tuning=false2025.12 | 82 | 88 | 92 | 91 | 91 | 92 | 92 | 79 | 88 | 7.86 | |
| nnU-NetFine-tuning=true2025.12 | 81 | 83 | 92 | 93 | 89 | 70 | 46 | 80 | 79 | 20.19 | |
| nnU-NetFine-tuning=false2025.12 | 80 | 86 | 91 | 91 | 90 | 85 | 82 | 78 | 85 | 11.23 | |
| 3D CycleGANFine-tuning=false2025.12 | 78 | 84 | 91 | 91 | 87 | 84 | 81 | 78 | 84 | 20.34 | |
| 3D CycleGANFine-tuning=true2025.12 | 75 | 75 | 92 | 93 | 87 | 69 | 46 | 80 | 77 | 28.17 |