Density Estimation On Mnist
评估指标
COV-L2
MMD-L2
NLL (bits/dim)
评测结果
各个模型在此基准测试上的表现结果
比较表格
| 模型名称 | COV-L2 | MMD-L2 | NLL (bits/dim) |
|---|---|---|---|
| ffjord-free-form-continuous-dynamics-for | 96.4% | 17.3 | 0.99 |
| paddingflow-improving-normalizing-flows-with | 100% | 11.0 | - |
| gradient-backpropagation-through | - | - | 0.134 |
| how-to-train-your-neural-ode | - | - | 0.97 |
| masked-autoregressive-flow-for-density | - | - | - |