{ "model": "Qwen/Qwen3.6-35B-A3B-FP8", "api_base": "http://localhost:8000/v1", "timestamp": "2026-05-05T23:48:26.106574", "total_evaluated": 60, "summary": { "total_episodes": 60, "detection_accuracy": 0.5666666666666667, "miss_rate": 0.6785714285714286, "false_alarm_rate": 0.21875, "precision": 0.5625, "recall": 0.32142857142857145, "f1_security": 0.40909090909090917, "threat_type_accuracy": 0.3333333333333333, "parse_failure_rate": 0.0, "breakdown": { "TP": { "total": 28, "correct": 9, "accuracy": 0.32142857142857145 }, "FP": { "total": 28, "correct": 21, "accuracy": 0.75 }, "TN": { "total": 4, "correct": 4, "accuracy": 1.0 } }, "per_sq": { "SQ1": { "total": 13, "accuracy": 0.5384615384615384, "miss_count": 5, "false_alarm_count": 1 }, "SQ2": { "total": 6, "accuracy": 0.6666666666666666, "miss_count": 0, "false_alarm_count": 2 }, "SQ3": { "total": 17, "accuracy": 0.47058823529411764, "miss_count": 7, "false_alarm_count": 2 }, "SQ4": { "total": 17, "accuracy": 0.6470588235294118, "miss_count": 5, "false_alarm_count": 1 }, "SQ5": { "total": 7, "accuracy": 0.5714285714285714, "miss_count": 2, "false_alarm_count": 1 } } }, "errors": { "total_errors": 32, "error_distribution": { "FALSE_ALARM": 7, "MISS": 19, "WRONG_TYPE": 6 }, "error_by_sq": { "SQ1": { "FALSE_ALARM": 1, "MISS": 5 }, "SQ2": { "FALSE_ALARM": 2, "WRONG_TYPE": 2 }, "SQ3": { "FALSE_ALARM": 2, "MISS": 7, "WRONG_TYPE": 1 }, "SQ4": { "FALSE_ALARM": 1, "MISS": 5, "WRONG_TYPE": 2 }, "SQ5": { "FALSE_ALARM": 1, "MISS": 2, "WRONG_TYPE": 1 } }, "error_by_category": { "device_fault": 5, "intrusion": 4, "water_damage": 2, "behavioral_anomaly": 4, "child_specific": 4, "elderly_specific": 4, "fire_gas": 2 } }, "pipeline": "EGPv4" }