ECG Classification on PTB-XL Subclass (official)
69.5PrecisionCardioThink-SSPO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CardioThink-SSPOPhase=SSPO2026.05 | 69.5 | 64.73 | 67.03 | |
| CardioThink-SFTPhase=SFT2026.05 | 66.18 | 62.16 | 64.11 | |
| PLUSECategory=Generative Models based on MLLM2026.05 | 60.16 | 38.37 | 46.85 | |
| GEMCategory=Generative Models based on MLLM2026.05 | 46.06 | 36.22 | 40.55 | |
| QoQ-MedCategory=Generative Models based on MLLM2026.05 | 43.14 | 30.24 | 35.59 | |
| MERLCategory=Pretrained Discriminative Models2026.05 | 37.21 | 50.16 | 43.04 | |
| ECG-ChatCategory=Generative Models based on MLLM2026.05 | 35.09 | 36.91 | 35.98 | |
| MELPCategory=Pretrained Discriminative Models2026.05 | 28.57 | 42.19 | 33.19 |