Multi-class Classification on CIFAR-S CIFAR-10 synthetic color gray bias
92.1Unweighted Avg AccuracyDI
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| DIMethod Category=Non Sampling2022.09 | 92.1 | 91.9 | |
| BMMethod Category=Sampling2022.09 | 91.6 | 91.1 | |
| BC+BBMethod Category=Non Sampling2022.09 | 90.9 | 89.5 | |
| G-DROMethod Category=Non Sampling2022.09 | 89.1 | 88 | |
| VanillaMethod Category=Non Sampling2022.09 | 88.7 | 82.8 | |
| USMethod Category=Sampling2022.09 | 88.2 | 83.7 | |
| OSMethod Category=Sampling2022.09 | 87.8 | 82.5 | |
| UWMethod Category=Sampling2022.09 | 86.5 | 80 | |
| AdvMethod Category=Non Sampling2022.09 | 81.8 | 72 |