3D Medical Image Segmentation on MMWHS CT
0.765Dice ScorePCg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PCgBackbone=ViT-B/16, Evaluation Protocol=Full Fine-tuning2026.03 | 0.765 | — | |
| PCgBackbone=ViT-L/16, Evaluation Protocol=Full Fine-tuning2026.03 | 0.762 | — | |
| PCmBackbone=ViT-L/16, Evaluation Protocol=Full Fine-tuning2026.03 | 0.743 | — | |
| PCmBackbone=ViT-S/16, Evaluation Protocol=Full Fine-tuning2026.03 | 0.742 | — | |
| PCgBackbone=ViT-S/16, Evaluation Protocol=Full Fine-tuning2026.03 | 0.74 | — | |
| PCmBackbone=ViT-B/16, Evaluation Protocol=Full Fine-tuning2026.03 | 0.738 | — | |
| 3DBackbone=ViT-L/16, Evaluation Protocol=Full Fine-tuning2026.03 | 0.726 | — | |
| 3DBackbone=ViT-S/16, Evaluation Protocol=Full Fine-tuning2026.03 | 0.715 | — | |
| 3DBackbone=ViT-B/16, Evaluation Protocol=Full Fine-tuning2026.03 | 0.71 | — | |
| 2DBackbone=ViT-L/16, Evaluation Protocol=Full Fine-tuning2026.03 | 0.702 | — | |
| 2DBackbone=ViT-B/16, Evaluation Protocol=Full Fine-tuning2026.03 | 0.698 | — | |
| PCgBackbone=ViT-B/16, Evaluation Protocol=Linear Probing2026.03 | 0.695 | — | |
| PCmBackbone=ViT-B/16, Evaluation Protocol=Linear Probing2026.03 | 0.694 | — | |
| PCmBackbone=ViT-S/16, Evaluation Protocol=Linear Probing2026.03 | 0.693 | — | |
| PCmBackbone=ViT-L/16, Evaluation Protocol=Linear Probing2026.03 | 0.692 | — | |
| PCgBackbone=ViT-L/16, Evaluation Protocol=Linear Probing2026.03 | 0.692 | — | |
| 2DBackbone=ViT-L/16, Evaluation Protocol=Linear Probing2026.03 | 0.688 | — | |
| PCgBackbone=ViT-S/16, Evaluation Protocol=Linear Probing2026.03 | 0.687 | — | |
| 2DBackbone=ViT-S/16, Evaluation Protocol=Full Fine-tuning2026.03 | 0.684 | — | |
| 2DBackbone=ViT-B/16, Evaluation Protocol=Linear Probing2026.03 | 0.682 | — | |
| 2DBackbone=ViT-S/16, Evaluation Protocol=Linear Probing2026.03 | 0.677 | — | |
| 3DBackbone=ViT-B/16, Evaluation Protocol=Linear Probing2026.03 | 0.668 | — | |
| 3DBackbone=ViT-S/16, Evaluation Protocol=Linear Probing2026.03 | 0.659 | — | |
| 3DBackbone=ViT-L/16, Evaluation Protocol=Linear Probing2026.03 | 0.656 | — | |
| 2DBackbone=ViT-S/16, Evaluation Protocol=Zero-training Features2026.03 | — | 0.313 | |
| 2DBackbone=ViT-B/16, Evaluation Protocol=Zero-training Features2026.03 | — | 0.304 | |
| 2DBackbone=ViT-L/16, Evaluation Protocol=Zero-training Features2026.03 | — | 0.291 | |
| 3DBackbone=ViT-S/16, Evaluation Protocol=Zero-training Features2026.03 | — | 0.224 | |
| 3DBackbone=ViT-B/16, Evaluation Protocol=Zero-training Features2026.03 | — | 0.262 | |
| 3DBackbone=ViT-L/16, Evaluation Protocol=Zero-training Features2026.03 | — | 0.262 | |
| PCgBackbone=ViT-S/16, Evaluation Protocol=Zero-training Features2026.03 | — | 0.309 | |
| PCgBackbone=ViT-B/16, Evaluation Protocol=Zero-training Features2026.03 | — | 0.332 | |
| PCgBackbone=ViT-L/16, Evaluation Protocol=Zero-training Features2026.03 | — | 0.335 | |
| PCmBackbone=ViT-S/16, Evaluation Protocol=Zero-training Features2026.03 | — | 0.313 | |
| PCmBackbone=ViT-B/16, Evaluation Protocol=Zero-training Features2026.03 | — | 0.335 | |
| PCmBackbone=ViT-L/16, Evaluation Protocol=Zero-training Features2026.03 | — | 0.337 |