OOD Detection on CT Slices (test)
87AUROCMoNIG
Evaluation Results
| Method | Links | |
|---|---|---|
| MoNIGModality=Mod2, Noise level=0.5, Uncertainty type=AU2021.11 | 87 | |
| MoNIGModality=Mod2, Noise level=0.5, Uncertainty type=EU2021.11 | 86.6 | |
| MoNIGModality=RandMod, Noise level=0.5, Uncertainty type=EU2021.11 | 85.2 | |
| MoNIGModality=AllMod, Noise level=0.5, Uncertainty type=EU2021.11 | 83.9 | |
| MoNIGModality=RandMod, Noise level=0.5, Uncertainty type=AU2021.11 | 83.5 | |
| MoNIGModality=AllMod, Noise level=0.5, Uncertainty type=AU2021.11 | 80.8 | |
| MoNIGModality=Mod1, Noise level=0.5, Uncertainty type=EU2021.11 | 80.6 | |
| MoNIGModality=Mod1, Noise level=0.5, Uncertainty type=AU2021.11 | 77.1 | |
| EVDModality=AllMod, Noise level=0.5, Uncertainty type=AU2021.11 | 67.2 | |
| EVDModality=Mod1, Noise level=0.5, Uncertainty type=AU2021.11 | 63.8 | |
| EVDModality=AllMod, Noise level=0.5, Uncertainty type=EU2021.11 | 63.1 | |
| EVDModality=RandMod, Noise level=0.5, Uncertainty type=AU2021.11 | 61.9 | |
| GSModality=AllMod, Noise level=0.52021.11 | 61.8 | |
| MoNIGModality=AllMod, Noise level=0.1, Uncertainty type=EU2021.11 | 61.5 | |
| EVDModality=Mod1, Noise level=0.5, Uncertainty type=EU2021.11 | 61 | |
| EVDModality=RandMod, Noise level=0.5, Uncertainty type=EU2021.11 | 60.1 | |
| EVDModality=Mod2, Noise level=0.5, Uncertainty type=AU2021.11 | 60 | |
| MoNIGModality=AllMod, Noise level=0.1, Uncertainty type=AU2021.11 | 60 | |
| EVDModality=Mod2, Noise level=0.5, Uncertainty type=EU2021.11 | 58.4 | |
| GSModality=Mod1, Noise level=0.52021.11 | 58.2 | |
| MoNIGModality=RandMod, Noise level=0.1, Uncertainty type=EU2021.11 | 58.2 | |
| GSModality=RandMod, Noise level=0.52021.11 | 57 | |
| MoNIGModality=RandMod, Noise level=0.1, Uncertainty type=AU2021.11 | 56.9 | |
| MoNIGModality=Mod1, Noise level=0.1, Uncertainty type=EU2021.11 | 54.3 | |
| MoNIGModality=Mod1, Noise level=0.1, Uncertainty type=AU2021.11 | 53.2 | |
| GSModality=Mod2, Noise level=0.52021.11 | 52.9 | |
| MoNIGModality=Mod2, Noise level=0.1, Uncertainty type=AU2021.11 | 51.9 | |
| MoNIGModality=Mod2, Noise level=0.1, Uncertainty type=EU2021.11 | 51.1 | |
| EVDModality=AllMod, Noise level=0.1, Uncertainty type=AU2021.11 | 50.9 | |
| EVDModality=AllMod, Noise level=0.1, Uncertainty type=EU2021.11 | 50.8 | |
| GSModality=AllMod, Noise level=0.12021.11 | 50.7 | |
| EVDModality=RandMod, Noise level=0.1, Uncertainty type=EU2021.11 | 50.5 | |
| GSModality=Mod1, Noise level=0.12021.11 | 50.4 | |
| EVDModality=Mod1, Noise level=0.1, Uncertainty type=AU2021.11 | 50.4 | |
| EVDModality=RandMod, Noise level=0.1, Uncertainty type=AU2021.11 | 50.4 | |
| GSModality=Mod2, Noise level=0.12021.11 | 50.3 | |
| EVDModality=Mod2, Noise level=0.1, Uncertainty type=AU2021.11 | 50.3 | |
| GSModality=RandMod, Noise level=0.12021.11 | 50.3 | |
| EVDModality=Mod1, Noise level=0.1, Uncertainty type=EU2021.11 | 50.2 | |
| EVDModality=Mod2, Noise level=0.1, Uncertainty type=EU2021.11 | 50 |