Semi-supervised Image Classification on ImageNet 1k (10% labeled)
71.2Top-1 AccRényiCL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| RényiCLBackbone=ResNet-502022.08 | 71.2 | 90.3 | |
| C-BYOLBackbone=ResNet-502022.08 | 70.5 | 90 | |
| SwAVBackbone=ResNet-502022.08 | 70.2 | 89.9 | |
| NNCLRBackbone=ResNet-502022.08 | 69.8 | 89.3 | |
| Barlow TwinsBackbone=ResNet-502022.08 | 69.7 | 89.3 | |
| BYOLBackbone=ResNet-502022.08 | 68.8 | 89 | |
| SimCLRBackbone=ResNet-502022.08 | 65.6 | 87.8 | |
| SupervisedBackbone=ResNet-502022.08 | 56.4 | 80.4 |