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Benchmarks
Diagnosis Classification on MIMIC-IV-ECG Emergency Department
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82.6
Macro AUROC
Multimodal Classification
76.568
78.134
79.7
81.266
Dec 7, 2025
Macro AUROC
Updated 4d ago
Evaluation Results
Method
Method
Links
Macro AUROC
Multimodal Classification
Inference Requirement...
2025.12
82.6
Ours (JE and reconstruction approach)
Inference Requirement...
2025.12
79.5
Supervised Signal-Only
Inference Requirement...
2025.12
76.8
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