Image Classification on C-CIFAR10 official (test)
57.32AccuracyGroup DRO
Evaluation results
| Method | Links | |
|---|---|---|
| Group DROGroup Info Required=true, Bias-conflicting ratio=5.0%2024.03 | 57.32 | |
| DeNetDMGroup Info Required=false, Bias-conflicting ratio=5.0%2024.03 | 56.3 | |
| LCGroup Info Required=false, Bias-conflicting ratio=5.0%2024.03 | 54.55 | |
| DFAGroup Info Required=false, Bias-conflicting ratio=5.0%2024.03 | 51.13 | |
| LfFGroup Info Required=false, Bias-conflicting ratio=5.0%2024.03 | 50.27 | |
| LCGroup Info Required=false, Bias-conflicting ratio=2.0%2024.03 | 47.81 | |
| DeNetDMGroup Info Required=false, Bias-conflicting ratio=2.0%2024.03 | 47.35 | |
| Group DROGroup Info Required=true, Bias-conflicting ratio=2.0%2024.03 | 45.81 | |
| DeNetDMGroup Info Required=false, Bias-conflicting ratio=1.0%2024.03 | 44.2 | |
| JTTGroup Info Required=false, Bias-conflicting ratio=5.0%2024.03 | 42.2 | |
| DFAGroup Info Required=false, Bias-conflicting ratio=2.0%2024.03 | 41.78 | |
| LfFGroup Info Required=false, Bias-conflicting ratio=2.0%2024.03 | 39.91 | |
| ERMGroup Info Required=false, Bias-conflicting ratio=5.0%2024.03 | 39.42 | |
| DeNetDMGroup Info Required=false, Bias-conflicting ratio=0.5%2024.03 | 38.93 | |
| Group DROGroup Info Required=true, Bias-conflicting ratio=1.0%2024.03 | 38.3 | |
| LCGroup Info Required=false, Bias-conflicting ratio=1.0%2024.03 | 37.34 | |
| DFAGroup Info Required=false, Bias-conflicting ratio=1.0%2024.03 | 36.49 | |
| LCGroup Info Required=false, Bias-conflicting ratio=0.5%2024.03 | 34.56 | |
| Group DROGroup Info Required=true, Bias-conflicting ratio=0.5%2024.03 | 33.44 | |
| JTTGroup Info Required=false, Bias-conflicting ratio=2.0%2024.03 | 33.4 | |
| LfFGroup Info Required=false, Bias-conflicting ratio=1.0%2024.03 | 33.07 | |
| ERMGroup Info Required=false, Bias-conflicting ratio=2.0%2024.03 | 30.06 | |
| DFAGroup Info Required=false, Bias-conflicting ratio=0.5%2024.03 | 29.95 | |
| LfFGroup Info Required=false, Bias-conflicting ratio=0.5%2024.03 | 28.57 | |
| JTTGroup Info Required=false, Bias-conflicting ratio=1.0%2024.03 | 26.9 | |
| ERMGroup Info Required=false, Bias-conflicting ratio=1.0%2024.03 | 25.82 | |
| JTTGroup Info Required=false, Bias-conflicting ratio=0.5%2024.03 | 24.73 | |
| ERMGroup Info Required=false, Bias-conflicting ratio=0.5%2024.03 | 23.08 |