Chronic Kidney Disease Detection on MIMIC-IV-ECG-Ext-ICD (test)
76.24AUCHeartLang
Evaluation results
| Method | Links | |
|---|---|---|
| HeartLangLabeled-data regime=100%, Evaluation Protocol=linear-probing2026.05 | 76.24 | |
| LVCGLabeled-data regime=100%, Evaluation Protocol=linear-probing2026.05 | 74.66 | |
| LVCGLabeled-data regime=10%, Evaluation Protocol=linear-probing2026.05 | 73.44 | |
| ST-MEMLabeled-data regime=100%, Evaluation Protocol=linear-probing2026.05 | 71.37 | |
| LVCGLabeled-data regime=1%, Evaluation Protocol=linear-probing2026.05 | 69.04 | |
| HeartLangLabeled-data regime=10%, Evaluation Protocol=linear-probing2026.05 | 67.17 | |
| HeartLangLabeled-data regime=1%, Evaluation Protocol=linear-probing2026.05 | 58.92 | |
| ST-MEMLabeled-data regime=1%, Evaluation Protocol=linear-probing2026.05 | 55.8 | |
| ST-MEMLabeled-data regime=10%, Evaluation Protocol=linear-probing2026.05 | 51.43 |