ResearchBenchmarksClassification on PTB-XL RhythmFollow91.01AUCD-BETA78.11481.46284.8188.158May 26, 2026Evaluation ResultsMethodMethodLinksAUCF1 ScoreAccuracyD-BETAEvaluation Mode=Zero-shotEvaluation Mode=Zero-shot2026.0591.0137.0393.69ESIEvaluation Mode=Zero-shotEvaluation Mode=Zero-shot2026.0582.9628.0593.65MERITEvaluation Mode=Zero-shotEvaluation Mode=Zero-shot2026.0582.7632.9690.48ECG-ChatEvaluation Mode=Zero-shotEvaluation Mode=Zero-shot2026.0581.6929.8893.39MERLEvaluation Mode=Zero-shotEvaluation Mode=Zero-shot2026.0578.6126.784.84