ECG Classification on PTB-XL Superclass (official)
75.46PrecisionCardioThink-SSPO
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CardioThink-SSPOPhase=SSPO2026.05 | 75.46 | 72.92 | 74.17 | |
| CardioThink-SFTPhase=SFT2026.05 | 74.45 | 72.13 | 73.28 | |
| MERLCategory=Pretrained Discriminative Models2026.05 | 68.21 | 75.3 | 69.89 | |
| PLUSECategory=Generative Models based on MLLM2026.05 | 63.01 | 67.12 | 65 | |
| MELPCategory=Pretrained Discriminative Models2026.05 | 56.19 | 72.26 | 60.6 | |
| QoQ-MedCategory=Generative Models based on MLLM2026.05 | 44.7 | 34.6 | 39.01 | |
| ECG-ChatCategory=Generative Models based on MLLM2026.05 | 43.47 | 49.21 | 46.16 | |
| GEMCategory=Generative Models based on MLLM2026.05 | 41.15 | 36.71 | 38.8 |