Failure Detection on CIFAR100 Old Setting
27.72AURCMSP
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MSPBackbone=ViT, Setting=Old FD2024.11 | 27.72 | 18.17 | 88.88 | 56.71 | 43.26 | 97.96 | 54.36 | 86 | |
| LogitNormBackbone=ViT, Setting=Old FD2024.11 | 27.46 | 17.54 | 89.16 | 56.99 | 42.98 | 98.03 | 54.92 | 86 | |
| TALBackbone=ViT, Setting=Old FD2024.11 | 27.15 | 17.62 | 89.83 | 55.65 | 44.28 | 98.03 | 54.47 | 87 | |
| FMFPBackbone=ViT, Setting=Old FD2024.11 | 22.58 | 14.3 | 90.11 | 54.35 | 45.62 | 98.41 | 54.67 | 87 | |
| TAL w/ FMFPBackbone=ViT, Setting=Old FD2024.11 | 21.02 | 14.55 | 88.79 | 53 | 46.99 | 98.15 | 54.88 | 87 |