Image Classification on MNIST (test) (Accuracy, Log-likelihood, ECE)
-0.037Log-likelihoodFSP-LAPLACE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| FSP-LAPLACEcontext points=RND2024.07 | -0.037 | 98.9 | 0.2 | |
| MAP2024.07 | -0.039 | 98.7 | 0.3 | |
| FSP-LAPLACEcontext points=KMNIST2024.07 | -0.043 | 98.9 | 0.2 | |
| LAPLACE2024.07 | -0.043 | 98.9 | 1.3 | |
| FVIcontext points=RND2024.07 | -0.145 | 97.6 | 6.4 | |
| FVIcontext points=KMNIST2024.07 | -0.238 | 94.3 | 7.3 | |
| SPARSE GP2024.07 | -0.301 | 93 | 3.5 |