Semi-Supervised Domain Adaptation on DomainNet (test)
87.4Acc (rel->clp)co-training
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| co-trainingBackbone=ViT, Shots=3-shot2024.03 | 87.4 | 85.8 | 87.3 | 80.7 | 85.8 | 81.7 | 90.9 | 85.7 | |
| co-trainingBackbone=CNN, Shots=3-shot2024.03 | 87.4 | 85.6 | 87.3 | 80.6 | 85.6 | 81.7 | 90.3 | 85.5 | |
| vit→cnnBackbone=CNN, Shots=3-shot2024.03 | 79 | 81 | 79.2 | 74.7 | 80.8 | 72 | 88.8 | 79.4 | |
| cnn→vitBackbone=ViT, Shots=3-shot2024.03 | 74.2 | 76.8 | 76.1 | 69.5 | 74.9 | 67.4 | 86 | 75 | |
| vit→cnnBackbone=ViT, Shots=3-shot2024.03 | 73.3 | 78.8 | 75.1 | 71.6 | 78.6 | 67.2 | 88.1 | 76.1 | |
| cnn→vitBackbone=CNN, Shots=3-shot2024.03 | 61.9 | 66.8 | 67.4 | 57.2 | 64.6 | 54.8 | 76.1 | 64.1 |