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

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{
"model": "claude-opus-4-6",
"api_base": "https://hche3637.com/v1",
"timestamp": "2026-04-30T08:38:33.601696",
"total_evaluated": 1200,
"avg_latency_seconds": 25.45,
"api_errors": 15,
"summary": {
"total_episodes": 1200,
"detection_accuracy": 0.48583333333333334,
"miss_rate": 0.06727272727272728,
"false_alarm_rate": 0.8753846153846154,
"precision": 0.47412199630314233,
"recall": 0.9327272727272727,
"f1_security": 0.6286764705882353,
"threat_type_accuracy": 0.25146198830409355,
"parse_failure_rate": 0.029166666666666667,
"breakdown": {
"TP": {
"total": 550,
"correct": 513,
"accuracy": 0.9327272727272727
},
"FP": {
"total": 400,
"correct": 37,
"accuracy": 0.0925
},
"TN": {
"total": 250,
"correct": 33,
"accuracy": 0.132
}
},
"per_sq": {
"SQ1": {
"total": 190,
"accuracy": 0.45789473684210524,
"miss_count": 17,
"false_alarm_count": 81
},
"SQ2": {
"total": 240,
"accuracy": 0.4625,
"miss_count": 5,
"false_alarm_count": 124
},
"SQ3": {
"total": 290,
"accuracy": 0.46206896551724136,
"miss_count": 7,
"false_alarm_count": 148
},
"SQ4": {
"total": 290,
"accuracy": 0.4827586206896552,
"miss_count": 3,
"false_alarm_count": 145
},
"SQ5": {
"total": 190,
"accuracy": 0.5842105263157895,
"miss_count": 5,
"false_alarm_count": 71
}
}
},
"errors": {
"total_errors": 1001,
"error_distribution": {
"FALSE_ALARM": 567,
"PARSE_FAIL": 21,
"WRONG_TYPE": 384,
"MISS": 29
},
"error_by_sq": {
"SQ1": {
"FALSE_ALARM": 81,
"PARSE_FAIL": 5,
"WRONG_TYPE": 63,
"MISS": 17
},
"SQ2": {
"FALSE_ALARM": 124,
"WRONG_TYPE": 57,
"PARSE_FAIL": 3,
"MISS": 2
},
"SQ3": {
"FALSE_ALARM": 148,
"PARSE_FAIL": 5,
"WRONG_TYPE": 107,
"MISS": 3
},
"SQ4": {
"FALSE_ALARM": 143,
"PARSE_FAIL": 4,
"WRONG_TYPE": 112,
"MISS": 3
},
"SQ5": {
"FALSE_ALARM": 71,
"PARSE_FAIL": 4,
"WRONG_TYPE": 45,
"MISS": 4
}
},
"error_by_category": {
"device_fault": 139,
"fire_gas": 106,
"intrusion": 86,
"behavioral_anomaly": 38,
"water_damage": 2,
"child_specific": 15,
"elderly_specific": 27
}
}
}