Out-of-Distribution Detection on ImageNet vs Textures
316.1AURCResidual
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ResidualArchitecture=ResNet502024.11 | 316.1 | 57.77 | 83.89 | |
| MSPArchitecture=ResNet502024.11 | 301.27 | 46.01 | 87.21 | |
| CosineArchitecture=ResNet502024.11 | 298.35 | 50.64 | 87.54 | |
| SIRCArchitecture=ResNet502024.11 | 295.13 | 38.88 | 88.53 | |
| EntropyArchitecture=ResNet502024.11 | 292.54 | 38.3 | 88.92 | |
| TALArchitecture=ResNet502024.11 | 290.5 | 47.66 | 87.51 | |
| TAL+SIRCArchitecture=ResNet502024.11 | 288.23 | 46.91 | 87.88 | |
| GradnormArchitecture=ResNet50, variant=12024.11 | 288.17 | 57.61 | 86.51 | |
| EnergyArchitecture=ResNet502024.11 | 279.16 | 35.64 | 90.47 | |
| MaxLogitArchitecture=ResNet502024.11 | 278.52 | 34.1 | 90.57 | |
| GradnormArchitecture=ResNet50, variant=22024.11 | 272.83 | 30.21 | 91.55 |