{ "model": "Qwen/Qwen3.6-35B-A3B-FP8", "api_base": "http://localhost:8000/v1", "timestamp": "2026-05-05T16:55:43.552603", "total_evaluated": 60, "summary": { "total_episodes": 60, "detection_accuracy": 0.6, "miss_rate": 0.2857142857142857, "false_alarm_rate": 0.5, "precision": 0.5555555555555556, "recall": 0.7142857142857143, "f1_security": 0.6250000000000001, "threat_type_accuracy": 0.3, "parse_failure_rate": 0.0, "breakdown": { "TP": { "total": 28, "correct": 20, "accuracy": 0.7142857142857143 }, "FP": { "total": 28, "correct": 15, "accuracy": 0.5357142857142857 }, "TN": { "total": 4, "correct": 1, "accuracy": 0.25 } }, "per_sq": { "SQ1": { "total": 13, "accuracy": 0.6923076923076923, "miss_count": 2, "false_alarm_count": 2 }, "SQ2": { "total": 6, "accuracy": 0.6666666666666666, "miss_count": 1, "false_alarm_count": 1 }, "SQ3": { "total": 17, "accuracy": 0.35294117647058826, "miss_count": 4, "false_alarm_count": 7 }, "SQ4": { "total": 17, "accuracy": 0.6470588235294118, "miss_count": 1, "false_alarm_count": 5 }, "SQ5": { "total": 7, "accuracy": 0.8571428571428571, "miss_count": 0, "false_alarm_count": 1 } } }, "errors": { "total_errors": 38, "error_distribution": { "FALSE_ALARM": 16, "MISS": 8, "WRONG_TYPE": 14 }, "error_by_sq": { "SQ1": { "FALSE_ALARM": 2, "MISS": 2 }, "SQ2": { "FALSE_ALARM": 1, "MISS": 1, "WRONG_TYPE": 1 }, "SQ3": { "FALSE_ALARM": 7, "MISS": 4, "WRONG_TYPE": 3 }, "SQ4": { "FALSE_ALARM": 5, "WRONG_TYPE": 7, "MISS": 1 }, "SQ5": { "FALSE_ALARM": 1, "WRONG_TYPE": 3 } }, "error_by_category": { "device_fault": 2, "intrusion": 4, "water_damage": 2, "behavioral_anomaly": 4, "child_specific": 4, "elderly_specific": 3, "fire_gas": 3 } }, "pipeline": "EGPv3" }