3D Medical Image Segmentation on MMWHS MRI
70.8DicePCg
Evaluation results
| Method | Links | ||
|---|---|---|---|
| PCgBackbone=ViT-S/16, Evaluation Protocol=Full Fine-tuning2026.03 | 70.8 | — | |
| PCmBackbone=ViT-S/16, Evaluation Protocol=Full Fine-tuning2026.03 | 67.8 | — | |
| 3DBackbone=ViT-S/16, Evaluation Protocol=Full Fine-tuning2026.03 | 66.2 | — | |
| 3DBackbone=ViT-B/16, Evaluation Protocol=Full Fine-tuning2026.03 | 66.2 | — | |
| 3DBackbone=ViT-L/16, Evaluation Protocol=Full Fine-tuning2026.03 | 65.5 | — | |
| PCmBackbone=ViT-B/16, Evaluation Protocol=Full Fine-tuning2026.03 | 64.9 | — | |
| PCgBackbone=ViT-B/16, Evaluation Protocol=Full Fine-tuning2026.03 | 64.6 | — | |
| PCmBackbone=ViT-L/16, Evaluation Protocol=Full Fine-tuning2026.03 | 64 | — | |
| PCgBackbone=ViT-L/16, Evaluation Protocol=Full Fine-tuning2026.03 | 63.8 | — | |
| PCgBackbone=ViT-L/16, Evaluation Protocol=Linear Probing2026.03 | 61.8 | — | |
| PCmBackbone=ViT-S/16, Evaluation Protocol=Linear Probing2026.03 | 61.5 | — | |
| PCgBackbone=ViT-S/16, Evaluation Protocol=Linear Probing2026.03 | 61.4 | — | |
| PCmBackbone=ViT-B/16, Evaluation Protocol=Linear Probing2026.03 | 61.4 | — | |
| PCgBackbone=ViT-B/16, Evaluation Protocol=Linear Probing2026.03 | 61.3 | — | |
| 2DBackbone=ViT-B/16, Evaluation Protocol=Full Fine-tuning2026.03 | 61.2 | — | |
| 2DBackbone=ViT-L/16, Evaluation Protocol=Full Fine-tuning2026.03 | 61.2 | — | |
| 3DBackbone=ViT-S/16, Evaluation Protocol=Linear Probing2026.03 | 60.9 | — | |
| 2DBackbone=ViT-S/16, Evaluation Protocol=Full Fine-tuning2026.03 | 60.7 | — | |
| PCmBackbone=ViT-L/16, Evaluation Protocol=Linear Probing2026.03 | 59.8 | — | |
| 2DBackbone=ViT-L/16, Evaluation Protocol=Linear Probing2026.03 | 59.5 | — | |
| 3DBackbone=ViT-B/16, Evaluation Protocol=Linear Probing2026.03 | 59.2 | — | |
| 2DBackbone=ViT-S/16, Evaluation Protocol=Linear Probing2026.03 | 58.4 | — | |
| 2DBackbone=ViT-B/16, Evaluation Protocol=Linear Probing2026.03 | 57.6 | — | |
| 3DBackbone=ViT-L/16, Evaluation Protocol=Linear Probing2026.03 | 57.5 | — | |
| 2DBackbone=ViT-S/16, Evaluation Protocol=Zero-training Features2026.03 | — | 26.5 | |
| 2DBackbone=ViT-B/16, Evaluation Protocol=Zero-training Features2026.03 | — | 26.1 | |
| 2DBackbone=ViT-L/16, Evaluation Protocol=Zero-training Features2026.03 | — | 25.1 | |
| 3DBackbone=ViT-S/16, Evaluation Protocol=Zero-training Features2026.03 | — | 24.4 | |
| 3DBackbone=ViT-B/16, Evaluation Protocol=Zero-training Features2026.03 | — | 28.6 | |
| 3DBackbone=ViT-L/16, Evaluation Protocol=Zero-training Features2026.03 | — | 27.4 | |
| PCgBackbone=ViT-S/16, Evaluation Protocol=Zero-training Features2026.03 | — | 29.9 | |
| PCgBackbone=ViT-B/16, Evaluation Protocol=Zero-training Features2026.03 | — | 29.3 | |
| PCgBackbone=ViT-L/16, Evaluation Protocol=Zero-training Features2026.03 | — | 29 | |
| PCmBackbone=ViT-S/16, Evaluation Protocol=Zero-training Features2026.03 | — | 30.8 | |
| PCmBackbone=ViT-B/16, Evaluation Protocol=Zero-training Features2026.03 | — | 29.5 | |
| PCmBackbone=ViT-L/16, Evaluation Protocol=Zero-training Features2026.03 | — | 29.2 |