Stroke completion on MNIST Sequence (test)
104.3CLL ScoreCF-VAE - no regularization
Evaluation results
| Method | Links | ||
|---|---|---|---|
| CF-VAE - no regularizationregularization=none2019.08 | 104.3 | — | |
| CVAE2019.08 | 96.4 | — | |
| BMS-CVAE2019.08 | 95.6 | — | |
| CVAE + increased capacitycapacity=increased2019.08 | 94.5 | — | |
| CVAE + conditional priorprior=conditional2019.08 | 88.9 | — | |
| MoG-CVAEM=32019.08 | 84.6 | — | |
| CF-VAE - Affineflow_type=Affine2019.08 | 77.2 | — | |
| CF-VAE + pRregularization=pR, C=0.22019.08 | 74.9 | — | |
| LSTMsamples for CLL estimation (T)=100, type=vanilla encoder-decoder regression2018.06 | — | 136.12 | |
| LSTM-[8]samples for CLL estimation (T)=100, objective=multi-sample objective2018.06 | — | 97.11 | |
| LSTM-BMSsamples for CLL estimation (T)=100, objective=L_BMS2018.06 | — | 95.63 | |
| LSTM-CVAEsamples for CLL estimation (T)=100, objective=L_CVAE2018.06 | — | 96.42 | |
| LSTM-MCsamples for CLL estimation (T)=100, objective=L_MC2018.06 | — | 102.34 |