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Medical Image Classification on ChestMNIST

94.8Accuracy

ResNet-50

Updated 18d ago

Evaluation Results

Method	Links
ResNet-50 2026.02		94.8	0.773
Google AutoML Vision 2026.02		94.8	0.778
ViT-B 2026.03		94.8	-
Swin-B 2026.03		94.8	-
ConvNeXt-B 2026.03		94.8	-
SigLIP2-B 2026.03		94.8	-
ResNet-18 2026.02		94.7	0.768
ResNet-18 2026.02		94.7	0.773
ResNet-50 2026.02		94.7	0.769
G-LoG bi-filtration (MLP) 2026.02		94.7	0.606
G-LoG bi-filtration (MLP) 2026.02		94.7	0.608
G-LoG bi-filtration (MLP) 2026.02		94.7	0.61
G-LoG bi-filtration (MLP) 2026.02		94.7	0.603
ResNet50 2026.03		94.7	-
AutoKeras 2026.02		93.7	0.742
Gemini-3-flash 2026.03		91.6	-
GPT-5-mini 2026.03		91.4	-
Clinician Mimetic Workflow 2026.03		90.9	-
auto-sklearn 2026.02		77.9	0.649
LLaVA-Med 2026.03		72.8	-
MedGemma 2026.03		60.9	-
Topo-Med (MLP) 2026.02		53	0.787