OOD Detection on CIFAR-10 Sym0.2 (test)
96AUROCHamBR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HamBRNoise Mode=Sym0.22026.05 | 96 | 18.3 | |
| PSSCLNoise Mode=Sym0.22026.05 | 93.4 | 24 | |
| UNICONNoise Mode=Sym0.22026.05 | 84.7 | 38.4 | |
| ProMixNoise Mode=Sym0.22026.05 | 76.6 | 45.6 | |
| LongReMixNoise Mode=Sym0.22026.05 | 70.8 | 64.9 | |
| L2BNoise Mode=Sym0.22026.05 | 70.8 | 64.9 | |
| DivideMixNoise Mode=Sym0.22026.05 | 69.7 | 64.1 | |
| RRLNoise Mode=Sym0.22026.05 | 66.3 | 84.9 | |
| HRPNoise mode=Sym., Noise ratio=20%2026.05 | 0.95 | 17.4 | |
| PSSCLNoise mode=Sym., Noise ratio=20%2026.05 | 0.943 | 21.3 | |
| ProMixNoise mode=Sym., Noise ratio=20%2026.05 | 0.797 | 40.6 | |
| L2BNoise mode=Sym., Noise ratio=20%2026.05 | 0.745 | 61.8 | |
| LongReMixNoise mode=Sym., Noise ratio=20%2026.05 | 0.737 | 60.7 | |
| DivideMixNoise mode=Sym., Noise ratio=20%2026.05 | 0.712 | 61.6 | |
| RRLNoise mode=Sym., Noise ratio=20%2026.05 | 0.642 | 86.9 |