Failure Detection on CIFAR100 New FD Setting
269.42AURCMSP
Evaluation Results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MSPBackbone=ViT, Evaluation Setting=New FD Setting2024.11 | 269.42 | 60.1 | 89.75 | 49.65 | 50.35 | 88.02 | 91.48 | 86 | |
| LogitNormBackbone=ViT, Evaluation Setting=New FD Setting2024.11 | 268.2 | 57.84 | 91.25 | 37.78 | 62.19 | 88.03 | 93.38 | 86 | |
| TALBackbone=ViT, Evaluation Setting=New FD Setting2024.11 | 262.57 | 53.34 | 91.61 | 35.64 | 64.34 | 89.01 | 93.57 | 87 | |
| FMFPBackbone=ViT, Evaluation Setting=New FD Setting2024.11 | 255.89 | 50.37 | 91.09 | 45.11 | 54.86 | 90.02 | 92.4 | 87 | |
| TAL w/ FMFPBackbone=ViT, Evaluation Setting=New FD Setting2024.11 | 246.07 | 39.96 | 93.17 | 31.84 | 68.15 | 91.84 | 94.41 | 87 |