Image Classification on CUB-200-2011 (15% labels)
66.42AccuracySelf-Tuning+HCR
Evaluation results
| Method | Links | |
|---|---|---|
| Self-Tuning+HCRNetwork=ResNet-50, Pre-trained=true, Label Proportion=15%2022.06 | 66.42 | |
| Self-TuningNetwork=ResNet-50, Pre-trained=true, Label Proportion=15%2022.06 | 64.79 | |
| Mean TeacherNetwork=ResNet-50, Pre-trained=true, Label Proportion=15%2022.06 | 53.26 | |
| UDANetwork=ResNet-50, Pre-trained=true, Label Proportion=15%2022.06 | 46.9 | |
| SimCLRv2Network=ResNet-50, Pre-trained=true, Label Proportion=15%2022.06 | 45.74 | |
| Pseudo-LabelingNetwork=ResNet-50, Pre-trained=true, Label Proportion=15%2022.06 | 45.33 | |
| Π-modelNetwork=ResNet-50, Pre-trained=true, Label Proportion=15%2022.06 | 45.2 | |
| FixMatchNetwork=ResNet-50, Pre-trained=true, Label Proportion=15%2022.06 | 44.06 |