OOD detection on Superconductivity (test)
0.887AU-ROC (AU)MoNIG
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| MoNIGModality=AllMod, Noise ε=0.52021.11 | 0.887 | 0.546 | |
| MoNIGModality=Mod2, Noise ε=0.52021.11 | 0.858 | 0.539 | |
| MoNIGModality=Mod2, Noise ε=0.12021.11 | 0.839 | 0.577 | |
| MoNIGModality=AllMod, Noise ε=0.12021.11 | 0.838 | 0.584 | |
| MoNIGModality=RandMod, Noise ε=0.52021.11 | 0.812 | 0.539 | |
| MoNIGModality=Mod1, Noise ε=0.52021.11 | 0.782 | 0.551 | |
| MoNIGModality=RandMod, Noise ε=0.12021.11 | 0.699 | 0.549 | |
| MoNIGModality=Mod1, Noise ε=0.12021.11 | 0.586 | 0.536 | |
| Gaussian (GS)Modality=AllMod, Noise ε=0.52021.11 | 0.518 | 0.518 | |
| Gaussian (GS)Modality=Mod2, Noise ε=0.52021.11 | 0.512 | 0.512 | |
| Gaussian (GS)Modality=Mod1, Noise ε=0.52021.11 | 0.511 | 0.511 | |
| Evidential (EVD)Modality=AllMod, Noise ε=0.12021.11 | 0.509 | 0.484 | |
| Gaussian (GS)Modality=RandMod, Noise ε=0.52021.11 | 0.508 | 0.508 | |
| Evidential (EVD)Modality=Mod2, Noise ε=0.12021.11 | 0.507 | 0.486 | |
| Gaussian (GS)Modality=AllMod, Noise ε=0.12021.11 | 0.507 | 0.507 | |
| Evidential (EVD)Modality=Mod2, Noise ε=0.52021.11 | 0.506 | 0.439 | |
| Gaussian (GS)Modality=Mod1, Noise ε=0.12021.11 | 0.503 | 0.503 | |
| Evidential (EVD)Modality=Mod1, Noise ε=0.12021.11 | 0.503 | 0.494 | |
| Gaussian (GS)Modality=Mod2, Noise ε=0.12021.11 | 0.503 | 0.503 | |
| Gaussian (GS)Modality=RandMod, Noise ε=0.12021.11 | 0.502 | 0.502 | |
| Evidential (EVD)Modality=RandMod, Noise ε=0.12021.11 | 0.502 | 0.488 | |
| Evidential (EVD)Modality=AllMod, Noise ε=0.52021.11 | 0.494 | 0.424 | |
| Evidential (EVD)Modality=RandMod, Noise ε=0.52021.11 | 0.492 | 0.426 | |
| Evidential (EVD)Modality=Mod1, Noise ε=0.52021.11 | 0.486 | 0.424 |