| Dataset Name | SOTA Method | Metric | Trend | ||
|---|---|---|---|---|---|
| EchoNet-Dynamic (test) | CardiacNet | MAE3.83 | 20 | 20d ago | |
| EchoNet-Pediatric | EchoJEPA-G | MAE3.88 | 17 | 1mo ago | |
| Short-term cardiac video | MAE3.58 | 16 | 1mo ago | ||
| CAMUS (test) | MCSDR | MAE5.73 | 7 | 1mo ago | |
| EchoNet-Dynamic Stanford | EchoJEPA-G | MAE3.97 | 5 | 1mo ago | |
| Chicago (cross-site generalization) | EchoJEPA-G | MAE5.44 | 5 | 1mo ago | |
| Toronto (internal) | EchoJEPA-G | MAE4.26 | 5 | 1mo ago | |
| Stanford | EchoJEPA-G | MAE (Original)3.97 | 5 | 1mo ago |
