Image Classification on CUB-200-2011 (50% labels)
79.48AccuracySelf-Tuning+HCR
Evaluation Results
| Method | Links | |
|---|---|---|
| Self-Tuning+HCRNetwork=ResNet-50, Pre-trained=true, Label Proportion=50%2022.06 | 79.48 | |
| Self-TuningNetwork=ResNet-50, Pre-trained=true, Label Proportion=50%2022.06 | 78.45 | |
| FixMatchNetwork=ResNet-50, Pre-trained=true, Label Proportion=50%2022.06 | 75.96 | |
| Mean TeacherNetwork=ResNet-50, Pre-trained=true, Label Proportion=50%2022.06 | 74.37 | |
| UDANetwork=ResNet-50, Pre-trained=true, Label Proportion=50%2022.06 | 71.86 | |
| SimCLRv2Network=ResNet-50, Pre-trained=true, Label Proportion=50%2022.06 | 71.01 | |
| Π-modelNetwork=ResNet-50, Pre-trained=true, Label Proportion=50%2022.06 | 65.63 | |
| Pseudo-LabelingNetwork=ResNet-50, Pre-trained=true, Label Proportion=50%2022.06 | 64.07 |