Diagnosis Grounding on PTB-XL SCP-Mapped
76AccuracyCARE-ECG
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| CARE-ECGBackbone=GPT-4 Backbone2026.04 | 76 | 73 | 78 | 75 | |
| ECG-ChatBackbone=GPT-4 Backbone2026.04 | 70 | 68 | 73 | 70 | |
| CARE-ECGBackbone=LLaMA 3–8B Backbone2026.04 | 70 | 68 | 72 | 70 | |
| Q-HEARTBackbone=GPT-4 Backbone2026.04 | 68 | 66 | 70 | 68 | |
| anyECG-ChatBackbone=GPT-4 Backbone2026.04 | 66 | 63 | 68 | 65 | |
| ECG-ChatBackbone=LLaMA 3–8B Backbone2026.04 | 66 | 63 | 69 | 66 | |
| Q-HEARTBackbone=LLaMA 3–8B Backbone2026.04 | 64 | 61 | 65 | 63 | |
| anyECG-ChatBackbone=LLaMA 3–8B Backbone2026.04 | 62 | 60 | 64 | 61 |