Density Estimation On Uci Gas
评估指标
CD
EMD
Log-likelihood
MMD-CD
MMD-EMD
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 | CD | EMD | Log-likelihood | MMD-CD | MMD-EMD |
|---|---|---|---|---|---|
| ffjord-free-form-continuous-dynamics-for | 1.29 | 0.146 | 8.59 | 0.95 | 0.135 |
| block-neural-autoregressive-flow | - | - | 12.06 | - | - |
| paddingflow-improving-normalizing-flows-with | 0.89 | 0.131 | - | 0.39 | 0.121 |
| learning-generative-models-using-denoising-1 | - | - | 9.73 | - | - |
| made-masked-autoencoder-for-distribution | - | - | 8.47 | - | - |