Image Classification on ImageNet 1k (val) (Accuracy & Calibration)
74.11Accuracy (Top-1)Proposed (RMD)
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| Proposed (RMD)Regularization=Relative Mahalanobis Distance, Reference=Table 72023.04 | 74.11 | 1.602 | |
| RMDDifficulty measure=Relative Mahalanobis Distance, Reference=Table 82023.04 | 74.11 | 1.613 | |
| K-meansDifficulty measure=K-means clustering, Reference=Table 82023.04 | 73.78 | 2.241 | |
| MDDifficulty measure=Mahalanobis Distance, Reference=Table 82023.04 | 73.71 | 2.125 | |
| CRLRegularization=Correctness ranking loss, Reference=Table 72023.04 | 73.6 | 2.272 |