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

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{
"model": "Qwen/Qwen3.6-35B-A3B-FP8",
"api_base": "http://localhost:8000/v1",
"timestamp": "2026-05-05T12:54:26.166412",
"total_evaluated": 1200,
"summary": {
"total_episodes": 1200,
"detection_accuracy": 0.6066666666666667,
"miss_rate": 0.5490909090909091,
"false_alarm_rate": 0.26153846153846155,
"precision": 0.5933014354066986,
"recall": 0.4509090909090909,
"f1_security": 0.5123966942148761,
"threat_type_accuracy": 0.4637096774193548,
"parse_failure_rate": 0.0,
"breakdown": {
"TP": {
"total": 550,
"correct": 248,
"accuracy": 0.4509090909090909
},
"FP": {
"total": 400,
"correct": 282,
"accuracy": 0.705
},
"TN": {
"total": 250,
"correct": 198,
"accuracy": 0.792
}
},
"per_sq": {
"SQ1": {
"total": 190,
"accuracy": 0.6789473684210526,
"miss_count": 53,
"false_alarm_count": 8
},
"SQ2": {
"total": 240,
"accuracy": 0.5958333333333333,
"miss_count": 70,
"false_alarm_count": 27
},
"SQ3": {
"total": 290,
"accuracy": 0.503448275862069,
"miss_count": 67,
"false_alarm_count": 77
},
"SQ4": {
"total": 290,
"accuracy": 0.596551724137931,
"miss_count": 69,
"false_alarm_count": 48
},
"SQ5": {
"total": 190,
"accuracy": 0.7210526315789474,
"miss_count": 43,
"false_alarm_count": 10
}
}
},
"errors": {
"total_errors": 605,
"error_distribution": {
"FALSE_ALARM": 170,
"MISS": 302,
"WRONG_TYPE": 133
},
"error_by_sq": {
"SQ1": {
"FALSE_ALARM": 8,
"MISS": 53
},
"SQ2": {
"FALSE_ALARM": 27,
"MISS": 70,
"WRONG_TYPE": 23
},
"SQ3": {
"FALSE_ALARM": 77,
"MISS": 67,
"WRONG_TYPE": 50
},
"SQ4": {
"FALSE_ALARM": 48,
"MISS": 69,
"WRONG_TYPE": 31
},
"SQ5": {
"FALSE_ALARM": 10,
"MISS": 43,
"WRONG_TYPE": 29
}
},
"error_by_category": {
"device_fault": 53,
"fire_gas": 63,
"water_damage": 33,
"intrusion": 137,
"behavioral_anomaly": 85,
"child_specific": 29,
"elderly_specific": 35
}
},
"pipeline": "EGPv2.1"
}