ECG classification on CPSC 2018 (test)
98.6AUROCECG-NAT
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ECG-NATEvaluation Protocol=fine-tuning2026.05 | 98.6 | 90.3 | 89.5 | — | — | — | |
| ST-MEMEvaluation Protocol=fine-tuning2026.05 | 98 | 87.2 | 85.7 | — | — | — | |
| MLAEEvaluation Protocol=fine-tuning2026.05 | 97.3 | 83.4 | 81.6 | — | — | — | |
| MOCO V3Evaluation Protocol=fine-tuning2026.05 | 96.7 | 85.2 | 83.8 | — | — | — | |
| MTAEEvaluation Protocol=fine-tuning2026.05 | 96.1 | 79.3 | 76.9 | — | — | — | |
| CMSCEvaluation Protocol=fine-tuning2026.05 | 93.8 | 73.6 | 71.7 | — | — | — | |
| LEBTEvaluation Protocol=fine-tuning2026.05 | 93.6 | — | — | — | — | — | |
| DLAEvaluation Protocol=fine-tuning2026.05 | 93.1 | 70.6 | 67 | — | — | — | |
| JAMCEvaluation Protocol=fine-tuning2026.05 | 91.5 | 70.6 | 66.6 | — | — | — | |
| HeartBeatAITrain Source Domains=Chapman, Georgia, PTB-XL, Evaluation Protocol=LODO generalization protocol2026.05 | 74 | 59 | — | 58 | 60 | 57 | |
| IntermediateTrain Source Domains=Chapman, Georgia, PTB-XL, Evaluation Protocol=LODO generalization protocol2026.05 | 67 | 56 | — | 60 | 52 | 50 | |
| BaselineTrain Source Domains=Chapman, Georgia, PTB-XL, Evaluation Protocol=LODO generalization protocol2026.05 | 58 | 46 | — | 39 | 42 | 38 | |
| ASTCLEvaluation Protocol=fine-tuning2026.05 | — | — | 63.1 | — | — | — |