Image Classification on CUB-200-2011 (30% labels)
75.06AccuracySelf-Tuning+HCR
Evaluation results
| Method | Links | |
|---|---|---|
| Self-Tuning+HCRNetwork=ResNet-50, Pre-trained=true, Label Proportion=30%2022.06 | 75.06 | |
| Self-TuningNetwork=ResNet-50, Pre-trained=true, Label Proportion=30%2022.06 | 74.31 | |
| Mean TeacherNetwork=ResNet-50, Pre-trained=true, Label Proportion=30%2022.06 | 66.66 | |
| FixMatchNetwork=ResNet-50, Pre-trained=true, Label Proportion=30%2022.06 | 63.54 | |
| SimCLRv2Network=ResNet-50, Pre-trained=true, Label Proportion=30%2022.06 | 62.7 | |
| UDANetwork=ResNet-50, Pre-trained=true, Label Proportion=30%2022.06 | 61.16 | |
| Π-modelNetwork=ResNet-50, Pre-trained=true, Label Proportion=30%2022.06 | 58.49 | |
| Pseudo-LabelingNetwork=ResNet-50, Pre-trained=true, Label Proportion=30%2022.06 | 56.2 |