Density Estimation on Gas d=8 (test)
-12.445NLLLFM
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LFM2024.10 | -12.445 | — | |
| InterFlow2024.10 | -12.35 | — | |
| BNAF2024.10 | -12.06 | — | |
| ScoreSDE2024.10 | -11.65 | — | |
| AdaCat2024.10 | -11.27 | — | |
| CPF2024.10 | -10.36 | — | |
| JKO-iFlow2024.10 | -9.43 | — | |
| OT-Flow2024.10 | -9.2 | — | |
| FFJORD2024.10 | -8.59 | — | |
| nMDMA2024.10 | -8.43 | — | |
| VDCFit (s)=0.212026.04 | -0.002 | 0.041 | |
| pyvine-paramFit (s)=10.942026.04 | 0 | 0.02 | |
| pyvine-TLLFit (s)=2.012026.04 | 0 | 0.02 | |
| Gaussian copulaFit (s)=0.012026.04 | 0 | — | |
| Flow (RealNVP)Fit (s)=1.032026.04 | 0.009 | — | |
| Roundtrip2024.10 | 1.62 | — |