Cardiac disease classification on UKB-HF
82.6AccuracyECGFlowCMR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ECGFlowCMRSynthetic data ratio=300%2026.01 | 82.6 | 0.891 | |
| EchoPulseSynthetic data ratio=300%2026.01 | 82 | 0.884 | |
| ECGFlowCMRSynthetic data ratio=200%2026.01 | 81.7 | 0.886 | |
| CardioNetsSynthetic data ratio=300%2026.01 | 81.3 | 0.877 | |
| EchoPulseSynthetic data ratio=200%2026.01 | 81.1 | 0.878 | |
| ECGFlowCMRSynthetic data ratio=100%2026.01 | 80.8 | 0.876 | |
| ModelScopeT2VSynthetic data ratio=300%2026.01 | 80.7 | 0.87 | |
| CardioNetsSynthetic data ratio=200%2026.01 | 80.4 | 0.871 | |
| VideoGPTSynthetic data ratio=300%2026.01 | 80 | 0.863 | |
| EchoPulseSynthetic data ratio=100%2026.01 | 79.8 | 0.868 | |
| ModelScopeT2VSynthetic data ratio=200%2026.01 | 79.7 | 0.864 | |
| CardioNetsSynthetic data ratio=100%2026.01 | 79.1 | 0.861 | |
| VideoGPTSynthetic data ratio=200%2026.01 | 78.9 | 0.856 | |
| ModelScopeT2VSynthetic data ratio=100%2026.01 | 78.4 | 0.859 | |
| VideoGPTSynthetic data ratio=100%2026.01 | 78.1 | 0.857 | |
| MAEData Source=Real2026.01 | 77.6 | 0.854 | |
| ViTData Source=Real2026.01 | 70.8 | 0.779 |