Cup Segmentation on Harvard-FairSeg 2024 (All)
84.3ES DiceTransUNet + FairDRO
Evaluation results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| TransUNet + FairDROBackbone=TransUNet2026.05 | 84.3 | 86.5 | 75.5 | 77.5 | 85.2 | 76.3 | 85.6 | 76.7 | 86.8 | 77.8 | |
| TransUNet + Prompt-GDROBackbone=TransUNet2026.05 | 84.2 | 86.6 | 75.5 | 77.8 | 84.9 | 76.1 | 85.9 | 77 | 87 | 78.2 | |
| TransUNet + GDROBackbone=TransUNet2026.05 | 84 | 86 | 75 | 76.9 | 85 | 76 | 85.1 | 75.9 | 86.3 | 77.2 | |
| TransUNet + dMoEBackbone=TransUNet2026.05 | 83.2 | 86.2 | 74.5 | 77.3 | 84.4 | 75.5 | 85.1 | 76.1 | 86.6 | 77.7 | |
| TransUNet + MoEBackbone=TransUNet2026.05 | 83 | 85.4 | 73.9 | 76.2 | 84.5 | 75.7 | 84.2 | 74.8 | 85.7 | 76.5 | |
| TransUNet2026.05 | 82.8 | 84.8 | 73 | 75.3 | 82.7 | 72.8 | 84.9 | 75.8 | 85 | 75.5 | |
| TransUNet + ADVBackbone=TransUNet2026.05 | 82.6 | 84.1 | 72.7 | 74.3 | 82.5 | 72.6 | 84.2 | 74.8 | 84.3 | 74.4 | |
| TransUNet + FEBSBackbone=TransUNet2026.05 | 82.5 | 84.6 | 72.7 | 75 | 82.5 | 72.5 | 84.8 | 75.5 | 84.8 | 75.1 | |
| TransUNet + FairDiffBackbone=TransUNet2026.05 | 82.5 | 84.8 | 73.6 | 75.3 | 83.2 | 73.5 | 84.8 | 75.7 | 85 | 75.4 |