Density Estimation On Mnist
Metriken
COV-L2
MMD-L2
NLL (bits/dim)
Ergebnisse
Leistungsergebnisse verschiedener Modelle zu diesem Benchmark
Vergleichstabelle
| Modellname | 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 | - | - | - |