EchoNet
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Medical Image Segmentation | EchoNet | Dice96.24 | 50 | |
| LVEF Estimation | EchoNet-Pediatric | MAE3.88 | 17 | |
| Segmentation | Echonet (fold 5) | Dice Score92.45 | 10 | |
| Left Ventricular Ejection Fraction (LVEF) Estimation | EchoNet-Dynamic | Correlation (corr)0.816 | 9 | |
| Left Ventricle Segmentation | EchoNet-Pediatric 1.0 (test) | Dice91.9 | 9 | |
| Ejection Fraction Estimation | EchoNet-Pediatric 1.0 (test) | Correlation Coefficient0.7691 | 9 | |
| Inter-video annotation propagation | EchoNet 200 pairs | Dice Score78.7 | 8 | |
| Segmentation | EchoNet 15 (test) | Dice92.8 | 5 | |
| Point Tracking | EchoNet 100 videos | Average Delta31.7 | 4 | |
| Segmentation | EchoNet-Pediatric | DSC (A4C)92.4 | 4 | |
| Mask Propagation | EchoNet 100 videos | Dice Score86.7 | 2 | |
| Left Ventricle Segmentation | EchoNet (test) | Dice (Diastole)92.7 | 2 | |
| Echocardiogram Video Generation | EchoNet-Dynamic (val) | R-squared0.89 | 2 | |
| Counterfactual Video Generation | EchoNet-Dynamic | R20.87 | 2 | |
| Left Ventricle Segmentation | EchoNet Whole dataset | Dice (Diastole)88.6 | 1 |
Showing 15 of 15 rows