Failure Detection on ImageNet vs. Textures (New setting)
431.12AURCResidual
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| ResidualArchitecture=ResNet502024.11 | 431.12 | 65.55 | 77.12 | |
| GradnormArchitecture=ResNet50, variant=12024.11 | 397.18 | 65.34 | 80.22 | |
| GradnormArchitecture=ResNet50, variant=22024.11 | 385.97 | 42.45 | 84.89 | |
| CosineArchitecture=ResNet502024.11 | 359.74 | 54.43 | 86.17 | |
| EnergyArchitecture=ResNet502024.11 | 351.93 | 43.69 | 87.74 | |
| MSPArchitecture=ResNet502024.11 | 351.26 | 49.64 | 86.99 | |
| MaxLogitArchitecture=ResNet502024.11 | 349.3 | 41.59 | 88.1 | |
| SIRCArchitecture=ResNet502024.11 | 346.42 | 43.82 | 88.03 | |
| EntropyArchitecture=ResNet502024.11 | 344.73 | 43.95 | 88.27 | |
| TALArchitecture=ResNet502024.11 | 338.45 | 50.11 | 88.29 | |
| TAL+SIRCArchitecture=ResNet502024.11 | 336.56 | 49.68 | 88.35 |