EchoNet-Dynamic
Benchmarks
TaskDatasetSOTA resultTrendResults
EchoNet-Dynamic (test)
0.84R2
44
EchoNet-Dynamic (test)
6.42MAE
28
EchoNet-Dynamic (test)
3.83MAE
20
EchoNet-Dynamic (test)
3.33MAE
18
EchoNet-Dynamic (external)
93.1Dice Coefficient
15
EchoNet-Dynamic (test)
1.98ES Average Frame Difference
15
EchoNet-Dynamic (test)
17.4FID
13
EchoNet-Dynamic (test)
100Dice Score
12
EchoNet-Dynamic (ED and ES frames)
92.62Dice Score
9
EchoNet-Dynamic
93.9mDice
9
EchoNet-Dynamic
93.46Dice Coefficient
9
EchoNet-Dynamic 1.0 (test)
92.67Dice
9
EchoNet-Dynamic 1.0 (test)
84.5Correlation Coefficient
9
EchoNet-Dynamic (test)
66.7F1 Score
7
EchoNet-Dynamic 196 pairs
17.72Mean Prediction Error (MPE)
6
EchoNet-Dynamic Stanford
3.97MAE
5
Adult Echocardiography (EchoNet-Dynamic) 1276 videos (test)
2.1MAE Frames ED
5
EchoNet-Dynamic
0.63R
3
EchoNet-Dynamic LIDM Generated Hearts (test)
22.6FID
3
EchoNet-Dynamic Encoded Real Hearts (test)
17.4FID
2
EchoNet-Dynamic (val)
0.93R²
2
Synthetic EchoNet-Dynamic (test)
0.93R2
1