Failure Prediction on CIFAR100-LT IF=10 (test)
0.7092AccSURE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| SUREBackbone=WRNet282024.03 | 0.7092 | 102.64 | |
| FMFPBackbone=WRNet282024.03 | 0.6912 | 111.44 | |
| SWABackbone=WRNet282024.03 | 0.6873 | 122.27 | |
| SUREBackbone=ResNet182024.03 | 0.6683 | 122.18 | |
| RegMixupBackbone=WRNet282024.03 | 0.6599 | 144.91 | |
| FMFPBackbone=DenseNetBC2024.03 | 0.6562 | 136.1 | |
| SUREBackbone=DenseNetBC2024.03 | 0.6534 | 130.95 | |
| SAMBackbone=WRNet282024.03 | 0.6527 | 145.33 | |
| RegMixupBackbone=DenseNetBC2024.03 | 0.6514 | 131.85 | |
| SWABackbone=DenseNetBC2024.03 | 0.6452 | 149.15 | |
| SWABackbone=ResNet182024.03 | 0.6386 | 157.43 | |
| CRLBackbone=WRNet282024.03 | 0.6322 | 159.26 | |
| FMFPBackbone=ResNet182024.03 | 0.632 | 153.88 | |
| RegMixupBackbone=ResNet182024.03 | 0.6251 | 156.56 | |
| MSPBackbone=WRNet282024.03 | 0.6246 | 185.31 | |
| SUREBackbone=VGG16-BN2024.03 | 0.6231 | 158.17 | |
| RegMixupBackbone=VGG16-BN2024.03 | 0.6175 | 200.65 | |
| SAMBackbone=DenseNetBC2024.03 | 0.6114 | 188.08 | |
| FMFPBackbone=VGG16-BN2024.03 | 0.6112 | 179.68 | |
| SWABackbone=VGG16-BN2024.03 | 0.6095 | 188.6 | |
| CRLBackbone=ResNet182024.03 | 0.6033 | 181.33 | |
| SAMBackbone=ResNet182024.03 | 0.6024 | 183.68 | |
| CRLBackbone=DenseNetBC2024.03 | 0.6006 | 188.9 | |
| MSPBackbone=ResNet182024.03 | 0.5939 | 196.28 | |
| SAMBackbone=VGG16-BN2024.03 | 0.5917 | 223.72 | |
| MSPBackbone=DenseNetBC2024.03 | 0.5861 | 225.57 | |
| MSPBackbone=VGG16-BN2024.03 | 0.5796 | 257.81 | |
| CRLBackbone=VGG16-BN2024.03 | 0.5769 | 255.38 |