Files
llmiotsafe/results/qwen36_35B_egpv4_60/summary.json
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": "2026-05-05T23:48:26.106574",
"total_evaluated": 60,
"summary": {
"total_episodes": 60,
"detection_accuracy": 0.5666666666666667,
"miss_rate": 0.6785714285714286,
"false_alarm_rate": 0.21875,
"precision": 0.5625,
"recall": 0.32142857142857145,
"f1_security": 0.40909090909090917,
"threat_type_accuracy": 0.3333333333333333,
"parse_failure_rate": 0.0,
"breakdown": {
"TP": {
"total": 28,
"correct": 9,
"accuracy": 0.32142857142857145
},
"FP": {
"total": 28,
"correct": 21,
"accuracy": 0.75
},
"TN": {
"total": 4,
"correct": 4,
"accuracy": 1.0
}
},
"per_sq": {
"SQ1": {
"total": 13,
"accuracy": 0.5384615384615384,
"miss_count": 5,
"false_alarm_count": 1
},
"SQ2": {
"total": 6,
"accuracy": 0.6666666666666666,
"miss_count": 0,
"false_alarm_count": 2
},
"SQ3": {
"total": 17,
"accuracy": 0.47058823529411764,
"miss_count": 7,
"false_alarm_count": 2
},
"SQ4": {
"total": 17,
"accuracy": 0.6470588235294118,
"miss_count": 5,
"false_alarm_count": 1
},
"SQ5": {
"total": 7,
"accuracy": 0.5714285714285714,
"miss_count": 2,
"false_alarm_count": 1
}
}
},
"errors": {
"total_errors": 32,
"error_distribution": {
"FALSE_ALARM": 7,
"MISS": 19,
"WRONG_TYPE": 6
},
"error_by_sq": {
"SQ1": {
"FALSE_ALARM": 1,
"MISS": 5
},
"SQ2": {
"FALSE_ALARM": 2,
"WRONG_TYPE": 2
},
"SQ3": {
"FALSE_ALARM": 2,
"MISS": 7,
"WRONG_TYPE": 1
},
"SQ4": {
"FALSE_ALARM": 1,
"MISS": 5,
"WRONG_TYPE": 2
},
"SQ5": {
"FALSE_ALARM": 1,
"MISS": 2,
"WRONG_TYPE": 1
}
},
"error_by_category": {
"device_fault": 5,
"intrusion": 4,
"water_damage": 2,
"behavioral_anomaly": 4,
"child_specific": 4,
"elderly_specific": 4,
"fire_gas": 2
}
},
"pipeline": "EGPv4"
}