Cardiac disease classification on UKB-CM
82.6AccuracyECGFlowCMR
Evaluation results
| Method | Links | ||
|---|---|---|---|
| ECGFlowCMRSynthetic data ratio=300%2026.01 | 82.6 | 85.4 | |
| ECGFlowCMRSynthetic data ratio=200%2026.01 | 81.8 | 84.5 | |
| EchoPulseSynthetic data ratio=300%2026.01 | 81.8 | 84.8 | |
| CardioNetsSynthetic data ratio=300%2026.01 | 81.2 | 84.1 | |
| EchoPulseSynthetic data ratio=200%2026.01 | 81 | 83.9 | |
| ECGFlowCMRSynthetic data ratio=100%2026.01 | 80.6 | 83.7 | |
| ModelScopeT2VSynthetic data ratio=300%2026.01 | 80.5 | 83.3 | |
| CardioNetsSynthetic data ratio=200%2026.01 | 80.4 | 83.1 | |
| EchoPulseSynthetic data ratio=100%2026.01 | 79.9 | 82.8 | |
| VideoGPTSynthetic data ratio=300%2026.01 | 79.8 | 82.5 | |
| ModelScopeT2VSynthetic data ratio=200%2026.01 | 79.6 | 82.3 | |
| CardioNetsSynthetic data ratio=100%2026.01 | 79.2 | 81.9 | |
| VideoGPTSynthetic data ratio=200%2026.01 | 78.8 | 81.5 | |
| ModelScopeT2VSynthetic data ratio=100%2026.01 | 78.4 | 81.1 | |
| VideoGPTSynthetic data ratio=100%2026.01 | 77.9 | 80.9 | |
| MAEData Source=Real2026.01 | 77.6 | 80.6 | |
| ViTData Source=Real2026.01 | 70.5 | 74.7 |