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Grounded ECG Interpretation on GEM (test)

83.3Diagnosis AccuracyUniECG
11.207229.923648.6467.3564Sep 23, 2025

Evaluation results

MethodLinks
UniECGModel Category=ECG-specialized MLLMs2025.0983.34.084.834.6286.9881.4288.91
ECG-R1Training=RL, Model Category=ECG-specialized MLLMs2025.0983.294.184.874.6686.9681.0288.9
ECG-R1Training=SFT, Model Category=ECG-specialized MLLMs2025.0983.073.994.744.5386.7481.0688.58
GEMModel Category=ECG-specialized MLLMs2025.0978.994.054.64.8774.2369.1771.25
PULSEModel Category=ECG-specialized MLLMs2025.0970.661.932.780.6749.4445.9147.15
MedGemma-4BModel Category=Medical MLLMs2025.0935.661.230.810.0936.8224.4133.84
HuatuoGPT-Vision-7BModel Category=Medical MLLMs2025.0933.812.821.890.3144.8531.5238.21
QoQ-Med-VL-7BModel Category=Medical MLLMs2025.0933.192.191.790.6646.9628.9746.49
GPT-5.1-InstantModel Category=Proprietary MLLMs2025.0931.752.171.751.6454.5437.7954.19
MiniCPM-V-4.5Model Category=Open-source MLLMs2025.0929.241.91.360.743.2327.8444.94
MedGemma-27BModel Category=Medical MLLMs2025.0929.231.921.381.0248.0730.4849.22
MedVLM-R1Model Category=Medical MLLMs2025.0927.590.670.250.0521.5512.0213.15
InternVL3-8B-InstructModel Category=Open-source MLLMs2025.0925.861.250.90.3431.2819.3928.29
Chiron-o1-8BModel Category=Medical MLLMs2025.0923.972.141.280.7438.6421.9832.01
Qwen3-VL-8B-InstructModel Category=Open-source MLLMs2025.0920.241.620.770.3639.1423.0238.19
GLM-4.1V-9B-BaseModel Category=Open-source MLLMs2025.0915.270.910.480.431.1916.8928.68
Gemini-3-ProModel Category=Proprietary MLLMs2025.0914.471.850.920.7238.8422.1839.07
MiMo-VL-7B-SFTModel Category=Open-source MLLMs2025.0913.981.160.550.3441.8417.9844.51