Medical Image Segmentation on Toothfairy D3
91.77DSCMedNeXt-v2
Evaluation results
| Method | Links | ||
|---|---|---|---|
| MedNeXt-v2Pretraining Datasets=CADS-sub, Pretraining Protocol=Our Pretrained Weights, Model Configuration=Patch × 1.52025.12 | 91.77 | 94.59 | |
| CADSPretraining Datasets=CADS-Organ, Pretraining Protocol=Pretrained Baselines2025.12 | 90.34 | 93.37 | |
| MedNeXt-v2Pretraining Datasets=-, Pretraining Protocol=Training from Scratch2025.12 | 89.49 | 92.4 | |
| MedNeXt-v2Pretraining Datasets=CADS-sub, Pretraining Protocol=Our Pretrained Weights, Model Configuration=Width × 2.02025.12 | 89.44 | 92.44 | |
| MedNeXt-v1Pretraining Datasets=-, Pretraining Protocol=Training from Scratch2025.12 | 89.38 | 92.29 | |
| MedNeXt-v2Pretraining Datasets=CADS-sub, Pretraining Protocol=Our Pretrained Weights, Model Configuration=Base Network2025.12 | 89.29 | 92.43 | |
| MedNeXt-v1Pretraining Datasets=Abd.Atlas1.0, Pretraining Protocol=Pretrained Baselines2025.12 | 89.09 | 92.03 | |
| STUNet-LPretraining Datasets=Abd.Atlas1.0, Pretraining Protocol=Pretrained Baselines2025.12 | 88.61 | 91.82 | |
| ResEncLPretraining Datasets=-, Pretraining Protocol=Training from Scratch2025.12 | 88.55 | 91.47 | |
| Vista3DPretraining Datasets=Vista, Pretraining Protocol=Pretrained Baselines2025.12 | 87.75 | 91.3 | |
| MRSeg.Pretraining Datasets=TotalSeg-MR, Pretraining Protocol=Pretrained Baselines2025.12 | 87.54 | 90.98 | |
| TotalSeg.Pretraining Datasets=TotalSeg-CT, Pretraining Protocol=Pretrained Baselines2025.12 | 86.74 | 90.18 | |
| nnUNetPretraining Datasets=-, Pretraining Protocol=Training from Scratch2025.12 | 85.63 | 88.89 | |
| SegVolPretraining Datasets=SegVol, Pretraining Protocol=Pretrained Baselines2025.12 | 74.19 | 78.15 |