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llmiotsafe/results/qwen35_egpv2_diag60/summary.json
2026-05-12 17:01:39 +08:00

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{
"model": "Qwen/Qwen3.5-9B",
"api_base": "http://localhost:8000/v1",
"timestamp": "2026-05-04T15:54:43.664262",
"total_evaluated": 60,
"summary": {
"total_episodes": 60,
"detection_accuracy": 0.55,
"miss_rate": 0.0,
"false_alarm_rate": 0.8125,
"precision": 0.5185185185185185,
"recall": 1.0,
"f1_security": 0.6829268292682926,
"threat_type_accuracy": 0.2857142857142857,
"parse_failure_rate": 0.016666666666666666,
"breakdown": {
"TP": {
"total": 28,
"correct": 28,
"accuracy": 1.0
},
"FP": {
"total": 28,
"correct": 3,
"accuracy": 0.10714285714285714
},
"TN": {
"total": 4,
"correct": 2,
"accuracy": 0.5
}
},
"per_sq": {
"SQ1": {
"total": 13,
"accuracy": 0.6923076923076923,
"miss_count": 0,
"false_alarm_count": 4
},
"SQ2": {
"total": 6,
"accuracy": 0.5,
"miss_count": 0,
"false_alarm_count": 3
},
"SQ3": {
"total": 17,
"accuracy": 0.5882352941176471,
"miss_count": 0,
"false_alarm_count": 7
},
"SQ4": {
"total": 17,
"accuracy": 0.47058823529411764,
"miss_count": 0,
"false_alarm_count": 9
},
"SQ5": {
"total": 7,
"accuracy": 0.42857142857142855,
"miss_count": 0,
"false_alarm_count": 3
}
}
},
"errors": {
"total_errors": 47,
"error_distribution": {
"FALSE_ALARM": 26,
"WRONG_TYPE": 20,
"PARSE_FAIL": 1
},
"error_by_sq": {
"SQ1": {
"FALSE_ALARM": 4
},
"SQ2": {
"FALSE_ALARM": 3,
"WRONG_TYPE": 2
},
"SQ3": {
"FALSE_ALARM": 7,
"WRONG_TYPE": 7
},
"SQ4": {
"FALSE_ALARM": 9,
"WRONG_TYPE": 8
},
"SQ5": {
"FALSE_ALARM": 3,
"PARSE_FAIL": 1,
"WRONG_TYPE": 3
}
},
"error_by_category": {
"water_damage": 2,
"intrusion": 4,
"behavioral_anomaly": 4,
"child_specific": 4,
"elderly_specific": 3,
"fire_gas": 3
}
},
"pipeline": "EGPv2"
}