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2026-05-12 17:01:39 +08:00

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{
"model": "Qwen/Qwen3.5-9B",
"api_base": "http://localhost:8000/v1",
"timestamp": "2026-05-04T17:41:47.465933",
"total_evaluated": 60,
"summary": {
"total_episodes": 60,
"detection_accuracy": 0.5833333333333334,
"miss_rate": 0.39285714285714285,
"false_alarm_rate": 0.4375,
"precision": 0.5483870967741935,
"recall": 0.6071428571428571,
"f1_security": 0.5762711864406779,
"threat_type_accuracy": 0.35294117647058826,
"parse_failure_rate": 0.0,
"breakdown": {
"TP": {
"total": 28,
"correct": 17,
"accuracy": 0.6071428571428571
},
"FP": {
"total": 28,
"correct": 15,
"accuracy": 0.5357142857142857
},
"TN": {
"total": 4,
"correct": 3,
"accuracy": 0.75
}
},
"per_sq": {
"SQ1": {
"total": 13,
"accuracy": 0.6153846153846154,
"miss_count": 3,
"false_alarm_count": 2
},
"SQ2": {
"total": 6,
"accuracy": 0.8333333333333334,
"miss_count": 0,
"false_alarm_count": 1
},
"SQ3": {
"total": 17,
"accuracy": 0.6470588235294118,
"miss_count": 3,
"false_alarm_count": 3
},
"SQ4": {
"total": 17,
"accuracy": 0.4117647058823529,
"miss_count": 5,
"false_alarm_count": 5
},
"SQ5": {
"total": 7,
"accuracy": 0.5714285714285714,
"miss_count": 0,
"false_alarm_count": 3
}
}
},
"errors": {
"total_errors": 36,
"error_distribution": {
"FALSE_ALARM": 14,
"MISS": 11,
"WRONG_TYPE": 11
},
"error_by_sq": {
"SQ1": {
"FALSE_ALARM": 2,
"MISS": 3
},
"SQ2": {
"FALSE_ALARM": 1,
"WRONG_TYPE": 3
},
"SQ3": {
"FALSE_ALARM": 3,
"WRONG_TYPE": 5,
"MISS": 3
},
"SQ4": {
"FALSE_ALARM": 5,
"MISS": 5,
"WRONG_TYPE": 2
},
"SQ5": {
"FALSE_ALARM": 3,
"WRONG_TYPE": 1
}
},
"error_by_category": {
"device_fault": 3,
"intrusion": 3,
"water_damage": 2,
"fire_gas": 2,
"behavioral_anomaly": 4,
"child_specific": 4,
"elderly_specific": 4
}
},
"pipeline": "EGPv2"
}