Semi-supervised Classification on ImageNet 1% labels (train)
69.6Top-1 AccTWIST
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TWISTBackbone=ViT-B/162021.10 | 69.6 | 89.7 | |
| DINOBackbone=ViT-B/162021.10 | 67.3 | 88.2 | |
| TWISTBackbone=ResNet-50x22021.10 | 67.2 | 88.2 | |
| BYOLBackbone=ResNet-50x22021.10 | 62.2 | 84.1 | |
| TWISTBackbone=ResNet-502021.10 | 61.2 | 84.2 | |
| SimCLRBackbone=ResNet-50x22021.10 | 58.5 | 83 | |
| BarlowTwinsBackbone=ResNet-502021.10 | 55 | 79.2 | |
| SwAVBackbone=ResNet-502021.10 | 53.9 | 78.5 | |
| BYOLBackbone=ResNet-502021.10 | 53.2 | 78.4 | |
| DINOBackbone=ResNet-502021.10 | 52.2 | 78.2 | |
| SimCLRBackbone=ResNet-502021.10 | 48.3 | 75.5 | |
| SUPBackbone=ResNet-502021.10 | 25.4 | 48.4 |