Semi-supervised Classification on ImageNet 10% labels (train)
0.765Top-1 AccuracyTWIST
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| TWISTBackbone=ViT-B/162021.10 | 0.765 | 0.931 | |
| TWISTBackbone=ResNet-50x22021.10 | 0.753 | 0.928 | |
| DINOBackbone=ViT-B/162021.10 | 0.746 | 0.92 | |
| BYOLBackbone=ResNet-50x22021.10 | 0.735 | 0.917 | |
| TWISTBackbone=ResNet-502021.10 | 0.717 | 0.91 | |
| SimCLRBackbone=ResNet-50x22021.10 | 0.717 | 0.912 | |
| SwAVBackbone=ResNet-502021.10 | 0.702 | 0.899 | |
| BarlowTwinsBackbone=ResNet-502021.10 | 0.697 | 0.893 | |
| BYOLBackbone=ResNet-502021.10 | 0.688 | 0.89 | |
| DINOBackbone=ResNet-502021.10 | 0.682 | 0.891 | |
| SimCLRBackbone=ResNet-502021.10 | 0.656 | 0.878 | |
| SUPBackbone=ResNet-502021.10 | 0.564 | 0.804 |