Rim Segmentation on Harvard-FairSeg 2024 (All)
75.5ES DiceTransUNet + FairDRO
Evaluation Results
| Method | Links | ||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|
| TransUNet + FairDROBackbone=TransUNet2026.05 | 75.5 | 81.6 | 63.9 | 70.1 | 78 | 65.8 | 78.2 | 65.9 | 82.7 | 71.4 | |
| TransUNet + Prompt-GDROBackbone=TransUNet2026.05 | 74.7 | 81.7 | 63.1 | 70.3 | 76.7 | 64.3 | 78.4 | 66.3 | 82.8 | 71.7 | |
| TransUNet + dMoEBackbone=TransUNet2026.05 | 74.3 | 81.3 | 62.7 | 69.8 | 76.9 | 64.5 | 77.6 | 65.2 | 82.5 | 71.3 | |
| TransUNet + GDROBackbone=TransUNet2026.05 | 74.2 | 80.9 | 62.5 | 69.1 | 76.4 | 64.1 | 77.5 | 64.9 | 82 | 70.5 | |
| TransUNet + MoEBackbone=TransUNet2026.05 | 73.3 | 80.4 | 61.4 | 68.5 | 76 | 63.5 | 76.3 | 63.5 | 81.7 | 70.1 | |
| TransUNet + FairDiffBackbone=TransUNet2026.05 | 71.6 | 80 | 59.6 | 68 | 75.7 | 62.8 | 74.3 | 61.1 | 81.7 | 69.9 | |
| TransUNet + FEBSBackbone=TransUNet2026.05 | 70.5 | 79.5 | 58.7 | 67.3 | 74.8 | 61.9 | 73.3 | 60.2 | 81.3 | 69.4 | |
| TransUNet2026.05 | 70.3 | 79.3 | 58.5 | 67.1 | 74.6 | 61.6 | 73.1 | 59.9 | 81.1 | 69.1 | |
| TransUNet + ADVBackbone=TransUNet2026.05 | 70 | 79.1 | 58.3 | 66.8 | 74.1 | 61.2 | 72.9 | 59.8 | 80.9 | 68.9 |