Semi-supervised classification on MNIST 100 labels statically binarized (test)
0.8Error Rate (%)SSLGAN
Evaluation results
| Method | Links | |
|---|---|---|
| SSLGANlabeled samples=1002019.02 | 0.8 | |
| BIVAlabeled samples=1002019.02 | 0.83 | |
| TRIPLEGANlabeled samples=1002019.02 | 0.91 | |
| IMPGANlabeled samples=1002019.02 | 0.93 | |
| ADGMlabeled samples=1002019.02 | 0.96 | |
| LADDERNETlabeled samples=1002019.02 | 1.06 | |
| SDGMlabeled samples=1002019.02 | 1.32 | |
| CATGANlabeled samples=1002019.02 | 1.91 | |
| VATlabeled samples=1002019.02 | 2.12 | |
| M1+M2labeled samples=1002019.02 | 3.33 |