ECG Abnormality Detection on CODE 15%
91.5AUCGEM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GEMMethod Category=ECG-specialized Methods2026.02 | 91.5 | 86.4 | 4.7 | |
| ECG-R1Method Category=Ours2026.02 | 91.4 | 86.7 | 4.6 | |
| PULSEMethod Category=ECG-specialized Methods2026.02 | 90.7 | 85.4 | 5 | |
| GPT-4oMethod Category=Proprietary MLLMs2026.02 | 59.9 | 24.9 | 15.7 | |
| Claude-3.5-SonnetMethod Category=Proprietary MLLMs2026.02 | 58.3 | 20.3 | 17.8 | |
| GPT-4o-miniMethod Category=Proprietary MLLMs2026.02 | 57.5 | 22 | 15.1 | |
| Gemini-1.5-ProMethod Category=Proprietary MLLMs2026.02 | 56.7 | 20 | 15.9 | |
| RandomMethod Category=Random2026.02 | 48.8 | 15 | 32.1 |