Medical Image Segmentation on BraTS 2024
62.75DiceTemperature Scaling
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Temperature ScalingType=Single-forward-pass2026.04 | 62.75 | 0.0038 | 98.46 | 0.5293 | |
| DDU-SegType=Single-forward-pass2026.04 | 62.75 | 0.004 | 98.05 | 0.5009 | |
| SegWithUType=Single-forward-pass2026.04 | 62.75 | 0.0037 | 99.46 | 0.266 | |
| Test-time AugmentationType=Multi-pass2026.04 | 61.31 | 0.0041 | 99.19 | 0.3106 | |
| DUQType=Single-forward-pass2026.04 | 60.31 | 0.0036 | 99.12 | 0.4836 | |
| Deep EnsemblesType=Multi-pass2026.04 | 59.88 | 0.0042 | 99.17 | 0.3898 | |
| DUEType=Single-forward-pass2026.04 | 58.64 | 0.0036 | 99.32 | 0.2951 | |
| Monte Carlo DropoutType=Multi-pass2026.04 | 57.59 | 0.0064 | 96.72 | 1.9627 |