3D Segmentation on Mitochondria Benchmark Dataset intermediate target hiPSCs line WTC-11 (val)
46.08Hausdorff DistanceBright-4B
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| Bright-4BParams=4B, IMF=26GB2025.12 | 46.08 | 42 | 53.2 | 9.86 | 59.1 | 25.52 | 1.598 | 1,577.92 | |
| UNETRParams=211M, IMF=81GB2025.12 | 50.98 | 36.8 | 45.2 | 13.84 | 53.8 | 51.92 | 2.083 | 1,233.44 | |
| SwinUNETRParams=248M, IMF=110GB2025.12 | 53.41 | 36.2 | 45.2 | 18.72 | 53.1 | 47.13 | 2.599 | 697.41 | |
| Bright-4B (No MoE)Params=171M, IMF=24GB2025.12 | 56.55 | 28.7 | 34.1 | 24.01 | 44.5 | 95.11 | 3.694 | 2,898.16 | |
| UNetParams=438M, IMF=20GB2025.12 | 57.94 | 39.6 | 49.6 | 29.53 | 56.6 | 37.11 | 6.155 | 694.61 | |
| DynUNetParams=91M, IMF=51GB2025.12 | 57.94 | 31.9 | 36.9 | 29.54 | 48.2 | 95.92 | 6.154 | 677.06 |