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Medical Image Classification on SC (Skin Cancer) (test)

79.05Accuracy

MedGemma

Updated 4d ago

Evaluation Results

Method	Links
MedGemma 2025.12		79.05
GPT-4 2025.12		69.54
Centralized 2024.10		61.01
FACMIC 2024.10		58.47
FACMIC 2024.10		57.62
FACMIC 2024.10		57.41
FACMIC 2024.10		56.78
FACMIC 2024.10		56.78
FedCLIP 2024.10		55.93
FedAVG 2024.10		54.23
FedFocal 2024.10		54.23
FedCLIP 2024.10		54.23
MOON 2024.10		53.38
FedCLIP 2024.10		53.38
FedCLIP 2024.10		53.38
FedProx 2024.10		51.69
FedFocal 2024.10		51.69
FedFocal 2024.10		51.05
FedProx 2024.10		50.84
MOON 2024.10		50.84
MOON 2024.10		50.42
FedAVG 2024.10		50.21
MOON 2024.10		50
FedCLIP 2024.10		50
FedProx 2024.10		49.99
FedAVG 2024.10		49.15
FedAVG 2024.10		49.15
FedProx 2024.10		49.15
FedFocal 2024.10		49.15
FedFocal 2024.10		49.15
FedAVG 2024.10		48.3
FedProx 2024.10		48.3
MOON 2024.10		47.45