Goodness-of-fit testing on CIFAR10
2Rejection RateNP-KSD m
Evaluation Results
| Method | Links | |
|---|---|---|
| NP-KSD mData source=Real, alpha=0.05, Test samples=200, Kernel=Median heuristic2022.05 | 2 | |
| NP-KSDData source=Real, alpha=0.05, Test samples=2002022.05 | 6 | |
| MMDAggData source=Real, alpha=0.05, Test samples=2002022.05 | 7 | |
| MMDAggData source=DCGAN, alpha=0.05, Generated samples=800, Test samples=2002022.05 | 48 | |
| MMDAggData source=NCSN, alpha=0.05, Generated samples=800, Test samples=2002022.05 | 57 | |
| NP-KSDData source=DCGAN, alpha=0.05, Generated samples=800, Test samples=2002022.05 | 68 | |
| NP-KSDData source=NCSN, alpha=0.05, Generated samples=800, Test samples=2002022.05 | 73 | |
| NP-KSD mData source=DCGAN, alpha=0.05, Generated samples=800, Test samples=200, Kernel=Median heuristic2022.05 | 74 | |
| NP-KSD mData source=NCSN, alpha=0.05, Generated samples=800, Test samples=200, Kernel=Median heuristic2022.05 | 81 |