Out-of-Distribution Detection on CIFAR-100 (test) (Near/Far OOD Metrics)
77.9Near-OOD AUROCDivideMix
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DivideMixNoise Type=Symmetric, Noise Rate=0.22026.05 | 77.9 | 80.6 | 63.1 | 91.5 | |
| UNICONNoise Type=Symmetric, Noise Rate=0.22026.05 | 77.5 | 78.6 | 76.2 | 67.9 | |
| PSSCLNoise Type=Symmetric, Noise Rate=0.52026.05 | 77.4 | 76.5 | 73.2 | 73.5 | |
| LongReMixNoise Type=Symmetric, Noise Rate=0.22026.05 | 77.1 | 78.8 | 64.2 | 90 | |
| DivideMixNoise Type=Symmetric, Noise Rate=0.52026.05 | 76.8 | 80.7 | 60.4 | 92.1 | |
| LongReMixNoise Type=Symmetric, Noise Rate=0.52026.05 | 76.2 | 81.3 | 72.5 | 85.7 | |
| ProMixNoise Type=Symmetric, Noise Rate=0.52026.05 | 76.1 | 81.5 | 63.9 | 90.9 | |
| UNICONNoise Type=Symmetric, Noise Rate=0.52026.05 | 75.7 | 80.5 | 76.1 | 71.3 | |
| ProMixNoise Type=Symmetric, Noise Rate=0.22026.05 | 73.3 | 80.2 | 51.9 | 93.8 | |
| L2BNoise Type=Symmetric, Noise Rate=0.22026.05 | 71.1 | 86.9 | 69.9 | 87.7 | |
| PSSCLNoise Type=Symmetric, Noise Rate=0.22026.05 | 70.5 | 87.9 | 66.1 | 79.5 | |
| L2BNoise Type=Symmetric, Noise Rate=0.52026.05 | 68.4 | 88 | 60.3 | 93.7 | |
| RRLNoise Type=Symmetric, Noise Rate=0.22026.05 | 52.5 | 92.3 | 55.7 | 97.5 | |
| RRLNoise Type=Symmetric, Noise Rate=0.52026.05 | 47.8 | 96.1 | 56.6 | 96.4 |