OOD Detection on CIFAR-100-C (all 15 perturbations, test)
69.69AUROCCE+AUCOCL
Evaluation Results
| Method | Links | |
|---|---|---|
| CE+AUCOCLScoring method=EBM2023.08 | 69.69 | |
| FL+AUCOCLScoring method=MaxLogit2023.08 | 69.52 | |
| CE+AUCOCLScoring method=MaxLogit2023.08 | 69.51 | |
| FL+AUCOCLScoring method=EBM2023.08 | 69.46 | |
| CE+S-ECEScoring method=EBM2023.08 | 68.01 | |
| FL+AUCOCLScoring method=MSP2023.08 | 68 | |
| CE+S-ECEScoring method=MaxLogit2023.08 | 67.98 | |
| CE+S-AvUCScoring method=EBM2023.08 | 67.96 | |
| CE+S-AvUCScoring method=MaxLogit2023.08 | 67.93 | |
| FL+S-ECEScoring method=EBM2023.08 | 67.78 | |
| CE+AUCOCLScoring method=MSP2023.08 | 67.77 | |
| CE+AUCOCLScoring method=ODIN2023.08 | 67.77 | |
| CE 66,18Scoring method=ODIN2023.08 | 67.71 | |
| CE 66,18Scoring method=MaxLogit2023.08 | 67.71 | |
| CE+S-ECEScoring method=ODIN2023.08 | 67.5 | |
| CE+S-AvUCScoring method=ODIN2023.08 | 67.45 | |
| FL+S-AvUCScoring method=MaxLogit2023.08 | 67.38 | |
| FL+S-ECEScoring method=MaxLogit2023.08 | 67.38 | |
| FL+S-ECEScoring method=MSP2023.08 | 67.34 | |
| CE+S-ECEScoring method=MSP2023.08 | 67.32 | |
| CE+S-AvUCScoring method=MSP2023.08 | 67.29 | |
| FL+S-AvUCScoring method=EBM2023.08 | 67.24 | |
| FL+MMCEScoring method=MaxLogit2023.08 | 66.97 | |
| AdaFL53Scoring method=MaxLogit2023.08 | 66.94 | |
| FL+MMCEScoring method=MSP2023.08 | 66.92 | |
| FL+AUCOCLScoring method=ODIN2023.08 | 66.83 | |
| FL+S-AvUCScoring method=MSP2023.08 | 66.78 | |
| AdaFL53Scoring method=EBM2023.08 | 66.73 | |
| FL (γ=3)Scoring method=MaxLogit2023.08 | 66.69 | |
| FL+MMCEScoring method=EBM2023.08 | 66.6 | |
| AdaFL53Scoring method=MSP2023.08 | 66.58 | |
| FL (γ=3)Scoring method=MSP2023.08 | 66.57 | |
| CE 66,18Scoring method=MSP2023.08 | 66.42 | |
| FL (γ=3)Scoring method=EBM2023.08 | 66.42 | |
| FL (γ=3)Scoring method=ODIN2023.08 | 66.36 | |
| CE+MMCEScoring method=MaxLogit2023.08 | 66.34 | |
| AdaFL53Scoring method=ODIN2023.08 | 66.33 | |
| CE+MMCEScoring method=EBM2023.08 | 66.23 | |
| CE+MMCEScoring method=ODIN2023.08 | 66.22 | |
| FL+MMCEScoring method=ODIN2023.08 | 66.14 | |
| CE+MMCEScoring method=MSP2023.08 | 66.12 | |
| FL+S-AvUCScoring method=ODIN2023.08 | 66 | |
| FL+S-ECEScoring method=ODIN2023.08 | 65.38 |