Makarov Bound Estimation on HC-MNIST upper bound (out-sample)
0.347rCRPS (out-sample)AU-CNFs
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| AU-CNFsloss_function=CRPS, runs=10, bound=upper2024.11 | 0.347 | 0.94 | |
| CA-CNFsloss_function=CRPS, runs=10, bound=upper2024.11 | 0.382 | 1.029 | |
| IPTW-CNFruns=10, bound=upper2024.11 | 0.385 | 0.986 | |
| Plug-in CNFruns=10, bound=upper2024.11 | 0.399 | 1.051 | |
| AU-CNFsloss_function=W2^2, runs=10, bound=upper2024.11 | 0.422 | 1.065 | |
| CA-CNFsloss_function=W2^2, runs=10, bound=upper2024.11 | 0.494 | 1.239 |