Multi-label CAD classification on UK Biobank (test)
0.761AUCTGV
Evaluation results
| Method | Links | |
|---|---|---|
| TGVProtocol=Fine-tuning2025.03 | 0.761 | |
| MMCLProtocol=Fine-tuning2025.03 | 0.7291 | |
| SimCLRProtocol=Fine-tuning2025.03 | 0.7168 | |
| SimSiamProtocol=Fine-tuning2025.03 | 0.6989 | |
| TGVProtocol=Zero-shot2025.03 | 0.687 | |
| BYOLProtocol=Fine-tuning2025.03 | 0.6732 | |
| ResNet50Protocol=Fine-tuning2025.03 | 0.6561 | |
| Barlow TwinsProtocol=Fine-tuning2025.03 | 0.6501 | |
| MMCLProtocol=Zero-shot2025.03 | 0.6249 | |
| SimCLRProtocol=Zero-shot2025.03 | 0.6205 | |
| SimSiamProtocol=Zero-shot2025.03 | 0.5701 | |
| BYOLProtocol=Zero-shot2025.03 | 0.5699 | |
| Barlow TwinsProtocol=Zero-shot2025.03 | 0.5512 |