Cardiovascular Disease Detection on CPSC 2018
0.828AUCMERL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MERLMethod Category=ECG-specialized Methods2026.02 | 0.828 | — | — | |
| GEMMethod Category=ECG-specialized Methods2026.02 | 0.791 | 61.1 | 8.1 | |
| PULSEMethod Category=ECG-specialized Methods2026.02 | 0.769 | 57.6 | 8.6 | |
| ECG-R1Method Category=Ours2026.02 | 0.749 | 51.2 | 9.8 | |
| ST-MEMMethod Category=ECG-specialized Methods2026.02 | 0.704 | — | — | |
| Claude-3.5-SonnetMethod Category=Proprietary MLLMs2026.02 | 0.528 | 11.5 | 18.9 | |
| RandomMethod Category=Random2026.02 | 0.512 | 15.1 | 28.8 | |
| GPT-4oMethod Category=Proprietary MLLMs2026.02 | 0.509 | 10.6 | 18.2 | |
| Gemini-1.5-ProMethod Category=Proprietary MLLMs2026.02 | 0.501 | 7.4 | 20.5 | |
| GPT-4o-miniMethod Category=Proprietary MLLMs2026.02 | 0.492 | 11 | 25.5 |