Calibration on RetinaMNIST (test)
8.15ECECE+AUCOCL
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CE+AUCOCLpost TS=true2023.08 | 8.15 | 4.47 | 58.69 | 4.46 | |
| CE+S-AvUCpost TS=true2023.08 | 8.37 | 7.01 | 64.36 | 6.91 | |
| CEpost TS=true2023.08 | 8.42 | 6.15 | 59.75 | 6.01 | |
| CE+S-ECEpost TS=true2023.08 | 9.44 | 5.88 | 59.84 | 5.37 | |
| FL+AUCOCLpost TS=true2023.08 | 10.77 | 8.81 | 60.52 | 5.32 | |
| CE+MMCEpost TS=true2023.08 | 11.58 | 9.75 | 62.18 | 6.87 | |
| FL+S-AvUCpost TS=true2023.08 | 11.6 | 5.86 | 64.06 | 7.12 | |
| FL+MMCEpost TS=true2023.08 | 12.49 | 10.54 | 65.72 | 7.81 | |
| FL+S-ECEpost TS=true2023.08 | 12.52 | 10.05 | 61.16 | 6.08 | |
| FL (gamma=3)post TS=true2023.08 | 13.61 | 10.87 | 63.32 | 8.19 | |
| AdaFL53post TS=true2023.08 | 13.63 | 11.12 | 65.64 | 8.47 |