ECG Classification on PTB-XL Form (official)
64.44PrecisionGEM
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| GEMCategory=Generative Models based on MLLM2026.05 | 64.44 | 9.05 | 15.88 | |
| CardioThink-SSPOPhase=SSPO2026.05 | 55.69 | 45.75 | 50.23 | |
| CardioThink-SFTPhase=SFT2026.05 | 48.32 | 41.2 | 44.47 | |
| PLUSECategory=Generative Models based on MLLM2026.05 | 37.19 | 18.73 | 24.91 | |
| MERLCategory=Pretrained Discriminative Models2026.05 | 27.05 | 45.07 | 32.91 | |
| ECG-ChatCategory=Generative Models based on MLLM2026.05 | 25.54 | 15.11 | 17.35 | |
| QoQ-MedCategory=Generative Models based on MLLM2026.05 | 19.68 | 15.56 | 17.38 | |
| MELPCategory=Pretrained Discriminative Models2026.05 | 15.08 | 44.52 | 20.97 |