Image Classification on Colored MNIST unbiased (test)
98.02AccuracyDCWP
Evaluation Results
| Method | Links | |
|---|---|---|
| DCWPRatio (%)=5, Bias Supervision=false2022.10 | 98.02 | |
| EnDRatio (%)=5, Bias Supervision=true2022.10 | 98 | |
| DCWPRatio (%)=2, Bias Supervision=false2022.10 | 97.16 | |
| EnDRatio (%)=2, Bias Supervision=true2022.10 | 97.01 | |
| DisEntRatio (%)=5, Bias Supervision=false2022.10 | 96.76 | |
| RebiasRatio (%)=5, Bias Supervision=true2022.10 | 96.74 | |
| DCWPRatio (%)=1, Bias Supervision=false2022.10 | 95.98 | |
| MRMRatio (%)=5, Bias Supervision=false2022.10 | 95.23 | |
| ERMRatio (%)=5, Bias Supervision=false2022.10 | 95.22 | |
| DisEntRatio (%)=2, Bias Supervision=false2022.10 | 95.15 | |
| EnDRatio (%)=1, Bias Supervision=true2022.10 | 94.98 | |
| LfFRatio (%)=5, Bias Supervision=false2022.10 | 94.9 | |
| DCWPRatio (%)=0.5, Bias Supervision=false2022.10 | 93.41 | |
| DisEntRatio (%)=1, Bias Supervision=false2022.10 | 93.15 | |
| LfFRatio (%)=2, Bias Supervision=false2022.10 | 92.67 | |
| RebiasRatio (%)=2, Bias Supervision=true2022.10 | 91.96 | |
| ERMRatio (%)=2, Bias Supervision=false2022.10 | 89.33 | |
| MRMRatio (%)=2, Bias Supervision=false2022.10 | 89.31 | |
| LfFRatio (%)=1, Bias Supervision=false2022.10 | 88.44 | |
| DisEntRatio (%)=0.5, Bias Supervision=false2022.10 | 86.74 | |
| RebiasRatio (%)=1, Bias Supervision=true2022.10 | 84.65 | |
| EnDRatio (%)=0.5, Bias Supervision=true2022.10 | 84.32 | |
| LfFRatio (%)=0.5, Bias Supervision=false2022.10 | 83.73 | |
| ERMRatio (%)=1, Bias Supervision=false2022.10 | 81.73 | |
| MRMRatio (%)=1, Bias Supervision=false2022.10 | 80.42 | |
| RebiasRatio (%)=0.5, Bias Supervision=true2022.10 | 69.12 | |
| ERMRatio (%)=0.5, Bias Supervision=false2022.10 | 62.36 | |
| MRMRatio (%)=0.5, Bias Supervision=false2022.10 | 60.98 |