Image Classification on FGVC Aircraft 15% labels
70.54AccuracySelf-Tuning+HCR
Evaluation Results
| Method | Links | |
|---|---|---|
| Self-Tuning+HCRBackbone=ResNet-50, Pre-trained=ImageNet2022.06 | 70.54 | |
| Self-TuningBackbone=ResNet-50, Pre-trained=ImageNet2022.06 | 66.68 | |
| FixMatchBackbone=ResNet-50, Pre-trained=ImageNet2022.06 | 55.53 | |
| Mean TeacherBackbone=ResNet-50, Pre-trained=ImageNet2022.06 | 51.59 | |
| Pseudo-LabelingBackbone=ResNet-50, Pre-trained=ImageNet2022.06 | 46.83 | |
| UDABackbone=ResNet-50, Pre-trained=ImageNet2022.06 | 43.96 | |
| SimCLRv2Backbone=ResNet-50, Pre-trained=ImageNet2022.06 | 40.78 | |
| Π-modelBackbone=ResNet-50, Pre-trained=ImageNet2022.06 | 37.72 |