Gold Medal Page

Olympic-style medal tally across the v5 dataset cards. Each (dataset, target) is one competition. Only datasets with at least 5 criterion-model families competing count toward the medal table — uncontested entries (PsyProxy alone) are excluded. PsyProxy competes as one family (best of 4 lenses × strict/permissive + Sinhala translation arms). OpenAI competes as one family (best of Rathje-construct regression on GPT-4o-mini, GPT-4.1-nano, GPT-5-nano). Lexicon-based and topic-model baselines compete as their own singletons. Primary metric per task type: binary =FVE․Binomial, ordinal =Quadratic Kappa, regression =R², multilabel/multiclass =Macro F1.