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Multi-label Chest X-ray Classification on CheXpert and NIH Open-I (test)
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85.89
AUC (%)
P-FIN + Fed-UQ-Avg
71.2156
75.0253
78.835
82.6447
Apr 14, 2026
AUC (%)
Updated 4d ago
Evaluation Results
Method
Method
Links
AUC (%)
P-FIN + Fed-UQ-Avg
I:M ratio=4:6
2026.04
85.89
P-FIN + Fed-UQ-Avg
I:M ratio=6:4
2026.04
84.14
P-FIN + FedAvg
I:M ratio=4:6
2026.04
83.11
P-FIN + Fed-UQ-Avg
I:M ratio=8:2
2026.04
82.76
P-FIN + FedAvg
I:M ratio=6:4
2026.04
81.72
FIN + FedAvg
I:M ratio=4:6
2026.04
81.28
P-FIN + FedAvg
I:M ratio=8:2
2026.04
79.93
FIN + FedAvg
I:M ratio=6:4
2026.04
79.31
Zero-filling
I:M ratio=4:6
2026.04
77.86
FIN + FedAvg
I:M ratio=8:2
2026.04
77.4
Uniform filling
I:M ratio=4:6
2026.04
76.67
Zero-filling
I:M ratio=6:4
2026.04
75.61
Uniform filling
I:M ratio=6:4
2026.04
74.18
Zero-filling
I:M ratio=8:2
2026.04
72.56
Uniform filling
I:M ratio=8:2
2026.04
71.78
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