dp-zp-agent/tools/graphrag/evaluation/results/final_v7_2026-10-26/summary.json

271 lines
6.9 KiB
JSON

{
"release": "graphrag-v7-frozen",
"graph_dev": {
"questions": 1046,
"source_checked_count": 1046,
"all_facts_supported_count": 1046,
"strict_count": 1046,
"strict_accuracy": 1.0,
"error_count": 0,
"value_score": 1.0,
"entity_score": 1.0,
"relation_score": 1.0,
"property_score": 1.0,
"relation_choice_score": 1.0,
"document_recall": 1.0,
"source_recall": 1.0,
"binding_score": 1.0,
"path_score": 1.0,
"answerability_accuracy": 1.0,
"latency_mean_seconds": 0.081848,
"latency_median_seconds": 0.071172,
"latency_p95_seconds": 0.113998
},
"graph_new_test": {
"questions": 80,
"source_checked_count": 80,
"all_facts_supported_count": 80,
"strict_count": 80,
"strict_accuracy": 1.0,
"error_count": 0,
"value_score": 1.0,
"entity_score": 1.0,
"relation_score": 1.0,
"property_score": 1.0,
"relation_choice_score": 1.0,
"document_recall": 1.0,
"source_recall": 1.0,
"binding_score": 1.0,
"path_score": 1.0,
"answerability_accuracy": 1.0,
"latency_mean_seconds": 0.093012,
"latency_median_seconds": 0.091794,
"latency_p95_seconds": 0.127876
},
"graph_historical_regression": {
"questions": 320,
"source_checked_count": 320,
"all_facts_supported_count": 320,
"strict_count": 320,
"strict_accuracy": 1.0,
"error_count": 0,
"value_score": 1.0,
"entity_score": 1.0,
"relation_score": 1.0,
"property_score": 1.0,
"relation_choice_score": 1.0,
"document_recall": 1.0,
"source_recall": 1.0,
"binding_score": 1.0,
"path_score": 1.0,
"answerability_accuracy": 1.0,
"latency_mean_seconds": 0.081877,
"latency_median_seconds": 0.078039,
"latency_p95_seconds": 0.119541
},
"model_dev": {
"questions": 46,
"correct": 46,
"accuracy": 1.0,
"errors": 0,
"first_pass_correct": 45,
"format_repair_attempted": 1,
"corrective_request_count": 1,
"context_repair_attempted": 0,
"normalized_first_response": 0
},
"model_new_test": {
"questions": 80,
"correct": 80,
"accuracy": 1.0,
"errors": 0,
"first_pass_correct": 77,
"format_repair_attempted": 1,
"corrective_request_count": 3,
"context_repair_attempted": 2,
"normalized_first_response": 0
},
"model_historical_regression": {
"questions": 320,
"correct": 319,
"accuracy": 0.996875,
"errors": 0,
"first_pass_correct": 310,
"format_repair_attempted": 3,
"corrective_request_count": 10,
"context_repair_attempted": 7,
"normalized_first_response": 0
},
"model_new_test_by_category": {
"candidate_set_aggregation": {
"questions": 7,
"correct": 7,
"accuracy": 1.0
},
"conjunctive_disambiguation": {
"questions": 6,
"correct": 6,
"accuracy": 1.0
},
"document_author_category_multi_hop": {
"questions": 2,
"correct": 2,
"accuracy": 1.0
},
"negative_lookup": {
"questions": 8,
"correct": 8,
"accuracy": 1.0
},
"person_keyword_title": {
"questions": 10,
"correct": 10,
"accuracy": 1.0
},
"person_multiple_categories": {
"questions": 7,
"correct": 7,
"accuracy": 1.0
},
"person_title_year": {
"questions": 10,
"correct": 10,
"accuracy": 1.0
},
"same_academic_year_pair": {
"questions": 10,
"correct": 10,
"accuracy": 1.0
},
"same_start_year_pair": {
"questions": 10,
"correct": 10,
"accuracy": 1.0
},
"shared_keyword_pair": {
"questions": 10,
"correct": 10,
"accuracy": 1.0
}
},
"model_regression_by_category": {
"candidate_set_aggregation": {
"questions": 32,
"correct": 32,
"accuracy": 1.0
},
"conjunctive_disambiguation": {
"questions": 40,
"correct": 39,
"accuracy": 0.975
},
"document_author_category_multi_hop": {
"questions": 24,
"correct": 24,
"accuracy": 1.0
},
"negative_lookup": {
"questions": 32,
"correct": 32,
"accuracy": 1.0
},
"person_keyword_title": {
"questions": 32,
"correct": 32,
"accuracy": 1.0
},
"person_multiple_categories": {
"questions": 24,
"correct": 24,
"accuracy": 1.0
},
"person_title_year": {
"questions": 24,
"correct": 24,
"accuracy": 1.0
},
"same_academic_year_pair": {
"questions": 40,
"correct": 40,
"accuracy": 1.0
},
"same_start_year_pair": {
"questions": 32,
"correct": 32,
"accuracy": 1.0
},
"shared_keyword_pair": {
"questions": 40,
"correct": 40,
"accuracy": 1.0
}
},
"protocol": {
"seed": 20261026,
"dev_count": 1046,
"fresh_test_count": 80,
"test_categories": {
"shared_keyword_pair": 10,
"same_academic_year_pair": 10,
"same_start_year_pair": 10,
"person_title_year": 10,
"person_keyword_title": 10,
"document_author_category_multi_hop": 2,
"person_multiple_categories": 7,
"candidate_set_aggregation": 7,
"conjunctive_disambiguation": 6,
"negative_lookup": 8
},
"test_positives": 72,
"test_negatives": 8,
"available_groups": {
"shared_keyword_pair": 1883,
"same_academic_year_pair": 535,
"same_start_year_pair": 153,
"person_title_year": 30,
"person_keyword_title": 146,
"document_author_category_multi_hop": 2,
"person_multiple_categories": 7,
"candidate_set_aggregation": 54,
"conjunctive_disambiguation": 628,
"negative_lookup": 106
},
"old_gold_corrections": 10,
"regression_count": 320,
"llm_dev_count": 46,
"target": 0.92,
"policy": "Freeze after complete DEV; run fresh TEST once, retain every failure. Regression remains separate.",
"annotation": "Independent raw-source oracle plus AI source review; not human review."
},
"tests": {
"passed": 591,
"skipped": 0
},
"source_review": {
"sample": 20,
"supported": 20,
"reviewer": "AI direct raw Markdown review, not human"
},
"functional_scenarios": {
"passed": 9,
"total": 9
},
"historical_rag_replay": {
"passed": 5,
"total": 5,
"new_generation": false
},
"failed_test_ids": [],
"failed_regression_ids": [
"wide-285"
],
"limitations": [
"Known corpus, persons and template families; new query groups, not unseen profiles.",
"Source oracle plus AI review; no human annotation.",
"Only two fresh document-author/category groups and seven fresh category-list groups remain.",
"End-to-end native OpenWebUI tool routing is point 4.",
"Final prose is deterministic rendering of verified model-selected claims; this is not free-prose generation accuracy.",
"Gold corrections and changed delivery protocol prevent a controlled accuracy comparison with v6."
]
}