OOD Detection on CIFAR-10 Sym0.5 (test)
95.9AUROCHamBR
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| HamBRNoise Mode=Sym0.52026.05 | 95.9 | 19.6 | |
| HRPNoise mode=Sym., Noise ratio=50%2026.05 | 94.1 | 20.9 | |
| UNICONNoise Mode=Sym0.52026.05 | 92.9 | 19.9 | |
| PSSCLNoise Mode=Sym0.52026.05 | 92.3 | 26.7 | |
| PSSCLNoise mode=Sym., Noise ratio=50%2026.05 | 92.2 | 24.8 | |
| ProMixNoise mode=Sym., Noise ratio=50%2026.05 | 84.6 | 31.3 | |
| ProMixNoise Mode=Sym0.52026.05 | 82 | 36 | |
| DivideMixNoise mode=Sym., Noise ratio=50%2026.05 | 80.1 | 46.1 | |
| DivideMixNoise Mode=Sym0.52026.05 | 77.2 | 51.2 | |
| L2BNoise mode=Sym., Noise ratio=50%2026.05 | 77 | 62.9 | |
| L2BNoise Mode=Sym0.52026.05 | 75.5 | 64.9 | |
| LongReMixNoise mode=Sym., Noise ratio=50%2026.05 | 71.1 | 53.6 | |
| LongReMixNoise Mode=Sym0.52026.05 | 68.8 | 54.7 | |
| RRLNoise mode=Sym., Noise ratio=50%2026.05 | 51.5 | 98.8 | |
| RRLNoise Mode=Sym0.52026.05 | 51.1 | 98.8 |