Cardiac Disease Classification on UKB-CAD
73AccuracyECGFlowCMR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ECGFlowCMRSynthetic data ratio=300%2026.01 | 73 | 0.804 | |
| ECGFlowCMRSynthetic data ratio=200%2026.01 | 72.3 | 0.796 | |
| EchoPulseSynthetic data ratio=300%2026.01 | 72.3 | 0.797 | |
| CardioNetsSynthetic data ratio=300%2026.01 | 71.8 | 0.79 | |
| EchoPulseSynthetic data ratio=200%2026.01 | 71.7 | 0.789 | |
| ECGFlowCMRSynthetic data ratio=100%2026.01 | 71.6 | 0.787 | |
| ModelScopeT2VSynthetic data ratio=300%2026.01 | 71.4 | 0.783 | |
| CardioNetsSynthetic data ratio=200%2026.01 | 71.1 | 0.782 | |
| EchoPulseSynthetic data ratio=100%2026.01 | 70.9 | 0.778 | |
| VideoGPTSynthetic data ratio=300%2026.01 | 70.9 | 0.776 | |
| CardioNetsSynthetic data ratio=100%2026.01 | 70.6 | 0.769 | |
| ModelScopeT2VSynthetic data ratio=200%2026.01 | 70.5 | 0.774 | |
| ModelScopeT2VSynthetic data ratio=100%2026.01 | 70.1 | 0.761 | |
| VideoGPTSynthetic data ratio=200%2026.01 | 69.9 | 0.765 | |
| VideoGPTSynthetic data ratio=100%2026.01 | 69.7 | 0.752 | |
| MAEData Source=Real2026.01 | 69.5 | 0.743 | |
| ViTData Source=Real2026.01 | 66.2 | 0.714 |