Image Classification on CIFAR-10 (Expected Calibration Error)
1.13ECEMbLS
Evaluation Results
| Method | Links | |
|---|---|---|
| MbLSModel=R-101, Scaling Protocol=PosT, Optimal T=0.92021.11 | 1.13 | |
| MbLSModel=R-50, Scaling Protocol=PreT2021.11 | 1.16 | |
| MbLSModel=R-50, Scaling Protocol=PosT, Optimal T=1.02021.11 | 1.16 | |
| FLSDModel=R-101, Scaling Protocol=PosT, Optimal T=1.92021.11 | 1.21 | |
| FLModel=R-101, Scaling Protocol=PosT, Optimal T=1.42021.11 | 1.24 | |
| FLSDModel=R-50, Scaling Protocol=PosT, Optimal T=0.72021.11 | 1.3 | |
| FLModel=R-50, Scaling Protocol=PosT, Optimal T=0.72021.11 | 1.34 | |
| MbLSModel=R-101, Scaling Protocol=PreT2021.11 | 1.38 | |
| LSModel=R-50, Scaling Protocol=PosT, Optimal T=0.92021.11 | 1.75 | |
| CEModel=R-50, Scaling Protocol=PosT, Optimal T=3.92021.11 | 2.34 | |
| CEModel=R-101, Scaling Protocol=PosT, Optimal T=3.92021.11 | 2.51 | |
| LSModel=R-101, Scaling Protocol=PosT, Optimal T=0.92021.11 | 2.71 | |
| LSModel=R-50, Scaling Protocol=PreT2021.11 | 2.79 | |
| LSModel=R-101, Scaling Protocol=PreT2021.11 | 3.56 | |
| FLSDModel=R-50, Scaling Protocol=PreT2021.11 | 3.84 | |
| FLModel=R-50, Scaling Protocol=PreT2021.11 | 3.9 | |
| FLSDModel=R-101, Scaling Protocol=PreT2021.11 | 4.58 | |
| FLModel=R-101, Scaling Protocol=PreT2021.11 | 4.6 | |
| CEModel=R-101, Scaling Protocol=PreT2021.11 | 5.74 | |
| CEModel=R-50, Scaling Protocol=PreT2021.11 | 5.85 |