{ "project_test_rows": 10, "systems": { "final_constrained_rag": { "reader": "google/flan-t5-large", "reader_revision": "0613663d0d48ea86ba8cb3d7a44f0f65dc596a2a", "retriever": "sentence-transformers/all-MiniLM-L6-v2", "retriever_revision": "1110a243fdf4706b3f48f1d95db1a4f5529b4d41", "omop_target_accuracy": 1.0, "ragbench_hit_at_1": 0.7375510204081632, "ragtruth_hallucination_f1": 0.632, "mirage_hit_at_1": 0.6779100529100529 }, "base_closed_book_flan_t5_large": { "omop_target_accuracy": 0.5, "ragbench_hit_at_1": 0.0, "ragtruth_hallucination_f1": 0.518, "mirage_hit_at_1": 0.0 }, "rag_flan_t5_small": { "omop_target_accuracy": 0.3, "ragbench_hit_at_1": 0.7375510204081632, "ragtruth_hallucination_f1": 0.632, "mirage_hit_at_1": 0.6779100529100529 }, "rag_flan_t5_base": { "omop_target_accuracy": 0.6, "ragbench_hit_at_1": 0.7375510204081632, "ragtruth_hallucination_f1": 0.632, "mirage_hit_at_1": 0.6779100529100529 } }, "secondary_retrieval_metrics": { "ragbench_recall_at_3": 0.7549523809523809, "mirage_recall_at_3": 0.9129872134038801 }, "notes": [ "All RAG reader variants share the same MiniLM retriever and groundedness policy, so their public component-benchmark values are identical.", "The final pipeline locks the structured target to the highest-ranked corpus metadata; FLAN-T5 writes the rationale only." ] }