Grounded ECG Interpretation on ECG-Grounding
80.29Diagnosis AccuracyECG-R1
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| ECG-R1Model Category=ECG-specialized MLLMs, Training Strategy=RL2026.02 | 80.29 | 6.51 | 474 | 581 | 80.57 | 79.08 | 84.2 | |
| ECG-R1Model Category=ECG-specialized MLLMs, Training Strategy=SFT2026.02 | 79.33 | 6.36 | 458 | 553 | 79.92 | 78.08 | 83.51 | |
| GEMModel Category=ECG-specialized MLLMs2026.02 | 74.7 | 4.25 | 379 | 441 | 65.34 | 63.15 | 62.9 | |
| PULSEModel Category=ECG-specialized MLLMs2026.02 | 66.13 | 1.9 | 186 | 19 | 41.6 | 39.42 | 40.53 | |
| GPT-5.1-InstantModel Category=Proprietary MLLMs2026.02 | 31.48 | 3.03 | 148 | 192 | 47.29 | 40.33 | 43.46 | |
| HuatuoGPT-Vision-7BModel Category=Medical MLLMs2026.02 | 29.27 | 1.83 | 134 | 18 | 33.21 | 29.41 | 29.85 | |
| MedGemma-4BModel Category=Medical MLLMs2026.02 | 27.34 | 2.1 | 92 | 2 | 26.24 | 21.52 | 23.14 | |
| QoQ-Med-VL-7BModel Category=Medical MLLMs2026.02 | 27.01 | 2.56 | 179 | 42 | 37.38 | 32.85 | 33.7 | |
| MiniCPM-V-4.5Model Category=Open-source MLLMs2026.02 | 25.29 | 2.83 | 140 | 45 | 38.82 | 31.12 | 34.77 | |
| MedGemma-27BModel Category=Medical MLLMs2026.02 | 25.23 | 3.2 | 150 | 81 | 42.04 | 36.14 | 39.22 | |
| Chiron-o1-8BModel Category=Medical MLLMs2026.02 | 21.2 | 1.57 | 101 | 45 | 30.81 | 24.87 | 25.88 | |
| InternVL3-8B-InstructModel Category=Open-source MLLMs, Variant=Instruct2026.02 | 20.94 | 1.78 | 97 | 18 | 27.8 | 20.43 | 21.55 | |
| Qwen3-VL-8B-InstructModel Category=Open-source MLLMs, Variant=Instruct2026.02 | 20.03 | 2.67 | 82 | 32 | 34.2 | 28.35 | 31.17 | |
| GLM-4.1V-9B-BaseModel Category=Open-source MLLMs, Variant=Base2026.02 | 17.53 | 1.94 | 78 | 57 | 30.83 | 23.97 | 25.24 | |
| MedVLM-R1Model Category=Medical MLLMs2026.02 | 16.62 | 0.49 | 13 | 0 | 11.36 | 5.63 | 5.12 | |
| Gemini-3-ProModel Category=Proprietary MLLMs2026.02 | 13.4 | 2.41 | 97 | 74 | 30.13 | 21.47 | 27.48 | |
| MiMo-VL-7B-SFTModel Category=Open-source MLLMs, Training Strategy=SFT2026.02 | 11.28 | 1.21 | 50 | 24 | 23.52 | 21.24 | 25.22 |