DR-Africa-Benchmark: Screening-Prevalence-Corrected, Fairness-Instrumented DR Evaluation

An evaluation benchmark for diabetic-retinopathy grading under African screening conditions. It does not introduce new labels; it introduces evaluation validity — per-record importance weights that reweight a referral-skewed image set to real Sub-Saharan-Africa population prevalence, plus synthetic subgroup metadata for fairness reporting.