OOD detection on KiTS (test)
100AUROCRF-Deep
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RF-DeepBackbone=SMIT-pretrained, Evaluation Protocol=fine-tuned2025.12 | 100 | 0.1 | |
| MD-DeepBackbone=SMIT-pretrained, Evaluation Protocol=fine-tuned2025.12 | 99.2 | 3.1 | |
| RF-RadiomicsBackbone=SMIT-pretrained, Evaluation Protocol=fine-tuned2025.12 | 96.2 | 11.8 | |
| MaxLogitBackbone=SMIT-pretrained, Evaluation Protocol=fine-tuned2025.12 | 95.89 | 18.05 | |
| EnergyBackbone=SMIT-pretrained, Evaluation Protocol=fine-tuned2025.12 | 95.8 | 17.47 | |
| MaxSoftmaxBackbone=SMIT-pretrained, Evaluation Protocol=fine-tuned2025.12 | 95.67 | 23.26 |