fundus-9model-benchmark / analysis /ece_summary.json
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Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking
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{
"vgg19": 0.019883386493472457,
"resnet50": 0.03958680766850635,
"resnet101": 0.02942224809356465,
"densenet121": 0.017313514360019957,
"inception_v3": 0.026105817974059694,
"swin_b": 0.010641135098853942,
"clip_openai": 0.014958562176126485,
"dinov2_l": 0.03415616768925559,
"retfound": 0.026166619607560948,
"ensemble": 0.024558782145927764
}