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Benchmarks
Phenotype classification on MIMIC (test)
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0.47
AUPRC
DDL-CXR
0.4284
0.4392
0.45
0.4608
Oct 23, 2024
AUPRC
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUPRC
AUROC
DDL-CXR
CXR usage=Generated up...
2024.10
0.47
0.74
DrFuse
Modality=Multi-modal f...
2024.10
0.459
0.729
GAN-based
Model type=Conditional...
2024.10
0.453
0.728
MedFuse
Modality=Multi-modal f...
2024.10
0.437
0.718
DAFT
Modality=Multi-modal f...
2024.10
0.435
0.72
Uni-EHR
Modality=Single-modal...
2024.10
0.434
0.72
MMTM
Modality=Multi-modal f...
2024.10
0.43
0.715
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