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fundus-9model-benchmark

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medical-imaging

retinal-disease

cross-validation

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fundus-9model-benchmark / analysis /reliability_diagrams

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Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking

add299a verified about 1 month ago

reliability_clip_openai.png

58 kB
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
reliability_densenet121.png

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Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
reliability_dinov2_l.png

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Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
reliability_ensemble.png

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Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
reliability_inception_v3.png

58.5 kB
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
reliability_resnet101.png

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Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
reliability_resnet50.png

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Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
reliability_retfound.png

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Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
reliability_swin_b.png

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Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
reliability_vgg19.png

57.8 kB
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago