Classification on ColorMNIST (ID)
100AccuracyERM
Evaluation Results
| Method | Links | |
|---|---|---|
| ERMshortcut severity (ρ)=1.02025.11 | 100 | |
| JTTshortcut severity (ρ)=1.02025.11 | 100 | |
| LfFshortcut severity (ρ)=1.02025.11 | 100 | |
| ERMshortcut severity (ρ)=0.92025.11 | 83.2 | |
| JTTshortcut severity (ρ)=0.92025.11 | 74.7 | |
| ERMshortcut severity (ρ)=0.52025.11 | 74.4 | |
| ERMshortcut severity (ρ)=0.72025.11 | 73.8 | |
| SITARshortcut severity (ρ)=0.92025.11 | 72.1 | |
| SITARshortcut severity (ρ)=1.02025.11 | 70.8 | |
| SITARshortcut severity (ρ)=0.72025.11 | 69.7 | |
| LfFshortcut severity (ρ)=0.92025.11 | 69.1 | |
| SITARshortcut severity (ρ)=0.52025.11 | 68.8 | |
| LfFshortcut severity (ρ)=0.72025.11 | 68.5 | |
| JTTshortcut severity (ρ)=0.72025.11 | 63.2 | |
| LfFshortcut severity (ρ)=0.52025.11 | 59.8 | |
| JTTshortcut severity (ρ)=0.52025.11 | 55.3 |