{ "model": "Qwen/Qwen3.6-35B-A3B-FP8", "api_base": "http://localhost:8000/v1", "timestamp": "2026-05-04T21:03:36.738976", "total_evaluated": 60, "summary": { "total_episodes": 60, "detection_accuracy": 0.5666666666666667, "miss_rate": 0.21428571428571427, "false_alarm_rate": 0.625, "precision": 0.5238095238095238, "recall": 0.7857142857142857, "f1_security": 0.6285714285714286, "threat_type_accuracy": 0.4090909090909091, "parse_failure_rate": 0.0, "breakdown": { "TP": { "total": 28, "correct": 22, "accuracy": 0.7857142857142857 }, "FP": { "total": 28, "correct": 10, "accuracy": 0.35714285714285715 }, "TN": { "total": 4, "correct": 2, "accuracy": 0.5 } }, "per_sq": { "SQ1": { "total": 13, "accuracy": 0.6923076923076923, "miss_count": 3, "false_alarm_count": 1 }, "SQ2": { "total": 6, "accuracy": 0.6666666666666666, "miss_count": 0, "false_alarm_count": 2 }, "SQ3": { "total": 17, "accuracy": 0.5294117647058824, "miss_count": 1, "false_alarm_count": 7 }, "SQ4": { "total": 17, "accuracy": 0.47058823529411764, "miss_count": 1, "false_alarm_count": 8 }, "SQ5": { "total": 7, "accuracy": 0.5714285714285714, "miss_count": 1, "false_alarm_count": 2 } } }, "errors": { "total_errors": 39, "error_distribution": { "FALSE_ALARM": 20, "MISS": 6, "WRONG_TYPE": 13 }, "error_by_sq": { "SQ1": { "FALSE_ALARM": 1, "MISS": 3 }, "SQ2": { "FALSE_ALARM": 2, "WRONG_TYPE": 2 }, "SQ3": { "FALSE_ALARM": 7, "WRONG_TYPE": 5, "MISS": 1 }, "SQ4": { "FALSE_ALARM": 8, "WRONG_TYPE": 5, "MISS": 1 }, "SQ5": { "FALSE_ALARM": 2, "WRONG_TYPE": 1, "MISS": 1 } }, "error_by_category": { "device_fault": 3, "intrusion": 3, "water_damage": 2, "behavioral_anomaly": 4, "child_specific": 4, "fire_gas": 2, "elderly_specific": 1 } }, "pipeline": "EGPv2" }