Binary Classification on CIFAR-10 cat-dog (test)
0.6801Posterior Expected Log LossmCCAdL
Evaluation results
| Method | Links | |
|---|---|---|
| mCCAdLstepsize h=3.5 x 10^-4, effective friction A=102025.12 | 0.6801 | |
| CCAdLstepsize h=3.5 x 10^-4, effective friction A=12025.12 | 0.6803 | |
| CCAdLstepsize h=3.5 x 10^-4, effective friction A=102025.12 | 0.6804 | |
| mCCAdLstepsize h=3.5 x 10^-4, effective friction A=12025.12 | 0.6813 | |
| mCCAdLstepsize h=1 x 10^-3, effective friction A=102025.12 | 0.6825 | |
| mCCAdLstepsize h=1 x 10^-3, effective friction A=12025.12 | 0.6838 | |
| mCCAdLstepsize h=1.5 x 10^-3, effective friction A=12025.12 | 0.688 | |
| mCCAdLstepsize h=1.5 x 10^-3, effective friction A=102025.12 | 0.688 | |
| SGNHTstepsize h=3.5 x 10^-4, effective friction A=102025.12 | 0.7699 | |
| SGNHTstepsize h=1 x 10^-3, effective friction A=102025.12 | 0.8082 | |
| SGHMCstepsize h=3.5 x 10^-4, effective friction A=102025.12 | 0.8329 | |
| SGNHTstepsize h=3.5 x 10^-4, effective friction A=12025.12 | 0.8332 | |
| SGNHTstepsize h=1 x 10^-3, effective friction A=12025.12 | 0.8475 | |
| SGNHTstepsize h=1.5 x 10^-3, effective friction A=102025.12 | 0.8615 | |
| SGNHTstepsize h=1.5 x 10^-3, effective friction A=12025.12 | 0.8765 | |
| SGHMCstepsize h=1 x 10^-3, effective friction A=102025.12 | 1.321 | |
| SGHMCstepsize h=1.5 x 10^-3, effective friction A=102025.12 | 1.9174 | |
| SGHMCstepsize h=3.5 x 10^-4, effective friction A=12025.12 | 2.1113 | |
| SGHMCstepsize h=1 x 10^-3, effective friction A=12025.12 | 8.8982 | |
| SGHMCstepsize h=1.5 x 10^-3, effective friction A=12025.12 | 15.9131 |