| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| POWER (test) | DDE (Ours) | Average Test Log Likelihood (nats)0.97 | 30 | 4d ago | |
| MINIBOONE (test) | MAF-DDSF | NLL (nats)8.86 | 22 | 4d ago | |
| HEPMASS (test) | RQ-NSF (AR) | NLL (nats)14.01 | 22 | 4d ago | |
| Rings (test) | Log-Likelihood-2.31 | 8 | 4d ago | ||
| Circles (test) | SNEFY | Test LogLikelihood-1.92 | 8 | 4d ago | |
| Moons (test) | SNEFY | LogLikelihood-1.57 | 8 | 4d ago | |
| BSDS300 (test) | MAF MoG | Avg Test Log Likelihood (nats)156.36 | 8 | 4d ago | |
| CIFAR-10 (test) | MAF | Log Likelihood (nats)3,049 | 8 | 4d ago | |
| MNIST (test) | MADE MoG | Avg Test Log Likelihood (nats)-1,038.5 | 8 | 4d ago | |
| CIFAR-10 | MAF | Bits per Pixel4.31 | 8 | 4d ago | |
| MNIST | MADE MoG | Bits per Pixel1.41 | 8 | 4d ago | |
| MINIBOONE UCI (test) | PaddingFlow | Average CD24.5 | 5 | 4d ago | |
| GAS UCI (test) | PaddingFlow | Average CD0.89 | 3 | 4d ago | |
| POWER UCI (test) | PaddingFlow | Average CD0.142 | 3 | 4d ago | |
| HEPMASS UCI (test) | FFJORD | Avg CD13.8 | 2 | 4d ago |
