| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| EchoNet-Dynamic | OSA | Correlation (corr)0.816 | 9 | 20d ago | |
| CAMUS | GDKVM | Correlation Coefficient0.835 | 9 | 20d ago | |
| UK Biobank | MD (%)0.1 | 8 | 1mo ago | ||
| CMR subset | Pearson Correlation (r)0.82 | 3 | 1mo ago | ||
| Supervised learning literature | R-squared0.5 | 2 | 1mo ago | ||
| Clinical variability literature | Bias8 | 1 | 1mo ago | ||
| Echo AI All-comers | self-supervised segmentation pipeline | r0.81 | 1 | 1mo ago |
