ECG-QA
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Time Series Reasoning | ECG QA | Accuracy69.81 | 22 | |
| Time-series reasoning | ECG-QA-CoT 1.0 (test) | F1 Score40.25 | 12 | |
| Question Answering | ECG-QA (test) | Verification Accuracy (Exact-match)90.9 | 9 | |
| Multimodal ECG Reasoning | ECG-QA Form | Mac@5075 | 5 | |
| Multimodal ECG Reasoning | ECG-QA Rhythm | Mac@5080 | 5 | |
| Multimodal ECG Reasoning | ECG-QA Diagnosis | Mac@5079 | 5 | |
| Sensor Question Answering | ECG-QA CoT (test) | Accuracy37.18 | 3 | |
| ECG Question Answering | ECG-QA | Accuracy (Single)80.8 | 3 | |
| Multimodal Understanding | ECG-QA | Accuracy0.577 | 3 | |
| Close-ended Signal QA | ECG-QA | Accuracy57.7 | 2 |
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