Image Classification on CIFAR10 (ACC, NLL, ECE)
0.33NLLSWAG
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| SWAGArchitecture=ResNet182021.02 | 0.33 | 88.77 | 0.026 | |
| ELRGArchitecture=ResNet182021.02 | 0.382 | 87.24 | 0.018 | |
| VDArchitecture=ResNet182021.02 | 0.451 | 87.68 | 0.024 | |
| VSDArchitecture=ResNet182021.02 | 0.464 | 87.44 | 0.081 | |
| D.EArchitecture=ResNet182021.02 | 0.488 | 88.91 | 0.069 | |
| MCDArchitecture=ResNet182021.02 | 0.534 | 87.47 | 0.084 | |
| MAPArchitecture=ResNet182021.02 | 0.644 | 86.34 | 0.093 | |
| BBBArchitecture=ResNet182021.02 | 0.697 | 76.63 | 0.071 |