DoB24
/

fundus-9model-benchmark

Image Classification

medical-imaging

retinal-disease

cross-validation

Model card Files Files and versions

fundus-9model-benchmark / analysis

3.06 MB

Ctrl+K

Ctrl+K

1 contributor

History: 5 commits

DoB24's picture

Pooled five-fold consistency: foundation models pooled like CNN/CLIP; 9-model McNemar (36 pairs); per-class pooled; pooled ensemble report

767b053 verified 23 days ago

confusion_matrices
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
confusion_matrices_csv
Add numeric confusion matrix CSVs about 1 month ago
per_class
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
reliability_diagrams
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
roc_curves
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
README.md

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

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

365 Bytes
Add post-hoc analysis: confusion matrices, ROC, reliability, per-class F1, accuracy ranking about 1 month ago
ensemble_pooled.json

588 Bytes
Pooled five-fold consistency: foundation models pooled like CNN/CLIP; 9-model McNemar (36 pairs); per-class pooled; pooled ensemble report 23 days ago
per_class_metrics.csv

4.61 kB
Add per-class precision/recall/F1/support CSV about 1 month ago
per_class_metrics_pooled.csv

6.94 kB
Pooled five-fold consistency: foundation models pooled like CNN/CLIP; 9-model McNemar (36 pairs); per-class pooled; pooled ensemble report 23 days ago