LVEF Prediction on EchoNet-Dynamic (test)
6.42MAECardiacCLIP
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CardiacCLIPfew-shot setting=8-shot2025.09 | 6.42 | 8.02 | |
| CardiacCLIPfew-shot setting=4-shot2025.09 | 6.79 | 8.49 | |
| EchoNetfew-shot setting=8-shot2025.09 | 6.81 | 9.19 | |
| NumCLIPfew-shot setting=8-shot2025.09 | 6.96 | 8.7 | |
| AdaConfew-shot setting=8-shot2025.09 | 7.02 | 9.46 | |
| BalancedMSEfew-shot setting=8-shot2025.09 | 7.05 | 9.35 | |
| CardiacCLIPfew-shot setting=2-shot2025.09 | 7.11 | 8.89 | |
| CardiacCLIPfew-shot setting=1-shot2025.09 | 7.25 | 9.06 | |
| AdaConfew-shot setting=4-shot2025.09 | 7.35 | 9.91 | |
| EchoNetfew-shot setting=4-shot2025.09 | 7.49 | 9.92 | |
| BalancedMSEfew-shot setting=4-shot2025.09 | 7.55 | 9.65 | |
| NumCLIPfew-shot setting=2-shot2025.09 | 7.56 | 9.45 | |
| C-Mixupfew-shot setting=8-shot2025.09 | 7.59 | 9.77 | |
| NumCLIPfew-shot setting=4-shot2025.09 | 7.68 | 9.6 | |
| BalancedMSEfew-shot setting=2-shot2025.09 | 7.87 | 10.18 | |
| NumCLIPfew-shot setting=1-shot2025.09 | 7.91 | 9.89 | |
| BalancedMSEfew-shot setting=1-shot2025.09 | 8.5 | 11.22 | |
| AdaConfew-shot setting=2-shot2025.09 | 8.83 | 11.56 | |
| EchoCLIPfew-shot setting=8-shot2025.09 | 9.12 | 11.4 | |
| C-Mixupfew-shot setting=4-shot2025.09 | 9.13 | 11.87 | |
| EchoNetfew-shot setting=2-shot2025.09 | 9.17 | 11.89 | |
| C-Mixupfew-shot setting=2-shot2025.09 | 9.22 | 12.14 | |
| EchoCLIPfew-shot setting=4-shot2025.09 | 9.22 | 11.53 | |
| C-Mixupfew-shot setting=1-shot2025.09 | 9.23 | 12.23 | |
| EchoNetfew-shot setting=1-shot2025.09 | 9.32 | 12.11 | |
| AdaConfew-shot setting=1-shot2025.09 | 9.52 | 12.17 | |
| EchoCLIPfew-shot setting=2-shot2025.09 | 9.74 | 12.18 | |
| EchoCLIPfew-shot setting=1-shot2025.09 | 10.54 | 13.18 |