Semi-supervised Image Classification on SVHN (test)
94.33AccuracyreSGHMC
Evaluation results
| Method | Links | ||
|---|---|---|---|
| reSGHMCNs (Number of labels)=50002020.08 | 94.33 | — | |
| reSGHMCNs (Number of labels)=40002020.08 | 94.25 | — | |
| reSGHMCNs (Number of labels)=30002020.08 | 94.03 | — | |
| SGHMCNs (Number of labels)=50002020.08 | 92.63 | — | |
| SGHMCNs (Number of labels)=40002020.08 | 91.92 | — | |
| reSGHMCNs (Number of labels)=20002020.08 | 91.59 | — | |
| SGHMCNs (Number of labels)=30002020.08 | 91.32 | — | |
| SGHMCNs (Number of labels)=20002020.08 | 88.75 | — | |
| Auxiliary Deep Generative Model (ADGM)Number of labels=10002016.02 | — | 22.86 | |
| M1+M2Number of labels=10002016.02 | — | 36.02 | |
| M1+TSVMNumber of labels=10002016.02 | — | 55.33 | |
| Skip Deep Generative Model (SDGM)Number of labels=10002016.02 | — | 16.61 | |
| VATNumber of labels=10002016.02 | — | 24.63 |