Semi-supervised Image Classification on CIFAR100 (test)
77.92Top-1 AccFixMatch (STS)
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FixMatch (STS)number of labels=100002021.10 | 77.92 | — | |
| ReMixMatchnumber of labels=100002021.10 | 76.97 | — | |
| FixMatchnumber of labels=100002021.10 | 76.53 | — | |
| UDAnumber of labels=100002021.10 | 75.5 | — | |
| ReMixMatchnumber of labels=25002021.10 | 72.57 | — | |
| FixMatch (STS)number of labels=25002021.10 | 72.22 | — | |
| MixMatchnumber of labels=100002021.10 | 71.69 | — | |
| FixMatchnumber of labels=25002021.10 | 70.75 | — | |
| UDAnumber of labels=25002021.10 | 66.87 | — | |
| Mean Teachernumber of labels=100002021.10 | 64.17 | — | |
| Pseudo-Labelingnumber of labels=100002021.10 | 63.79 | — | |
| Pi-Modelnumber of labels=100002021.10 | 62.12 | — | |
| MixMatchnumber of labels=25002021.10 | 60.06 | — | |
| ReMixMatchnumber of labels=4002021.10 | 55.72 | — | |
| FixMatch (STS)number of labels=4002021.10 | 55.25 | — | |
| FixMatchnumber of labels=4002021.10 | 52.54 | — | |
| Mean Teachernumber of labels=25002021.10 | 46.09 | — | |
| FixMatch (STS)number of labels=2002021.10 | 45.85 | — | |
| FixMatchnumber of labels=2002021.10 | 42.78 | — | |
| Pi-Modelnumber of labels=25002021.10 | 42.75 | — | |
| Pseudo-Labelingnumber of labels=25002021.10 | 42.62 | — | |
| UDAnumber of labels=4002021.10 | 40.72 | — | |
| MixMatchnumber of labels=4002021.10 | 32.39 | — | |
| reSGHMCNs (Number of labels)=20002020.08 | — | 55.53 | |
| reSGHMCNs (Number of labels)=30002020.08 | — | 57.09 | |
| reSGHMCNs (Number of labels)=40002020.08 | — | 62.23 | |
| reSGHMCNs (Number of labels)=50002020.08 | — | 64.83 | |
| SGHMCNs (Number of labels)=20002020.08 | — | 50.76 | |
| SGHMCNs (Number of labels)=30002020.08 | — | 53.07 | |
| SGHMCNs (Number of labels)=40002020.08 | — | 57.05 | |
| SGHMCNs (Number of labels)=50002020.08 | — | 59.34 |