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Benchmarks
Chronic Kidney Disease Detection on MIMIC-IV-ECG-Ext-ICD (test)
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76.24
AUC
HeartLang
50.4376
57.1363
63.835
70.5337
May 29, 2026
AUC
Updated 2d ago
Evaluation Results
Method
Method
Links
AUC
HeartLang
Labeled-data regime=10...
2026.05
76.24
LVCG
Labeled-data regime=10...
2026.05
74.66
LVCG
Labeled-data regime=10...
2026.05
73.44
ST-MEM
Labeled-data regime=10...
2026.05
71.37
LVCG
Labeled-data regime=1%...
2026.05
69.04
HeartLang
Labeled-data regime=10...
2026.05
67.17
HeartLang
Labeled-data regime=1%...
2026.05
58.92
ST-MEM
Labeled-data regime=1%...
2026.05
55.8
ST-MEM
Labeled-data regime=10...
2026.05
51.43
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