ECG Classification on CSN (Chapman-Shaoxing-Ningbo) (official)
74PrecisionCardioThink-SSPO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CardioThink-SSPOPhase=SSPO2026.05 | 74 | 56.64 | 64.16 | |
| CardioThink-SFTPhase=SFT2026.05 | 67.15 | 60.12 | 63.44 | |
| PLUSECategory=Generative Models based on MLLM2026.05 | 43.37 | 34.32 | 38.32 | |
| MERLCategory=Pretrained Discriminative Models2026.05 | 36.51 | 44.35 | 41.43 | |
| GEMCategory=Generative Models based on MLLM2026.05 | 26.78 | 28.38 | 27.56 | |
| MELPCategory=Pretrained Discriminative Models2026.05 | 19.14 | 31.37 | 24.1 | |
| QoQ-MedCategory=Generative Models based on MLLM2026.05 | 13.36 | 12.64 | 12.99 | |
| ECG-ChatCategory=Generative Models based on MLLM2026.05 | 10.3 | 46.88 | 16.89 |