Density Estimation On Uci Miniboone
評価指標
Log-likelihood
評価結果
このベンチマークにおける各モデルのパフォーマンス結果
モデル名 | Log-likelihood | Paper Title | Repository |
|---|---|---|---|
| B-NAF | -8.95 | Block Neural Autoregressive Flow | |
| FFJORD | -10.43 | FFJORD: Free-form Continuous Dynamics for Scalable Reversible Generative Models | |
| MADE MoG | -12.27 | Masked Autoregressive Flow for Density Estimation | |
| PaddingFlow | - | PaddingFlow: Improving Normalizing Flows with Padding-Dimensional Noise | |
| DDE | -6.94 | Learning Generative Models using Denoising Density Estimators |
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