2D Segmentation on TotalSegmentator Overall (standard split)
0.842DSCFlexiCT-2D
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FlexiCT-2DTraining Protocol=standard split, Aggregation Strategy=Per-case macro aggregation2026.05 | 0.842 | 0.668 | |
| CuriaTraining Protocol=standard split, Aggregation Strategy=Per-case macro aggregation2026.05 | 0.811 | 0.618 | |
| UNetTraining Protocol=trained on n = 229 labelled volumes, Aggregation Strategy=Per-case macro aggregation2026.05 | 0.793 | 0.6 | |
| DINOv3Training Protocol=standard split, Aggregation Strategy=Per-case macro aggregation2026.05 | 0.762 | 0.521 | |
| BiomedCLIPTraining Protocol=standard split, Aggregation Strategy=Per-case macro aggregation2026.05 | 0.762 | 0.531 |