Files
llmiotsafe/results/qwen36_35B_egpv2_diag60_0du/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": "2026-05-04T21:03:36.738976",
"total_evaluated": 60,
"summary": {
"total_episodes": 60,
"detection_accuracy": 0.5666666666666667,
"miss_rate": 0.21428571428571427,
"false_alarm_rate": 0.625,
"precision": 0.5238095238095238,
"recall": 0.7857142857142857,
"f1_security": 0.6285714285714286,
"threat_type_accuracy": 0.4090909090909091,
"parse_failure_rate": 0.0,
"breakdown": {
"TP": {
"total": 28,
"correct": 22,
"accuracy": 0.7857142857142857
},
"FP": {
"total": 28,
"correct": 10,
"accuracy": 0.35714285714285715
},
"TN": {
"total": 4,
"correct": 2,
"accuracy": 0.5
}
},
"per_sq": {
"SQ1": {
"total": 13,
"accuracy": 0.6923076923076923,
"miss_count": 3,
"false_alarm_count": 1
},
"SQ2": {
"total": 6,
"accuracy": 0.6666666666666666,
"miss_count": 0,
"false_alarm_count": 2
},
"SQ3": {
"total": 17,
"accuracy": 0.5294117647058824,
"miss_count": 1,
"false_alarm_count": 7
},
"SQ4": {
"total": 17,
"accuracy": 0.47058823529411764,
"miss_count": 1,
"false_alarm_count": 8
},
"SQ5": {
"total": 7,
"accuracy": 0.5714285714285714,
"miss_count": 1,
"false_alarm_count": 2
}
}
},
"errors": {
"total_errors": 39,
"error_distribution": {
"FALSE_ALARM": 20,
"MISS": 6,
"WRONG_TYPE": 13
},
"error_by_sq": {
"SQ1": {
"FALSE_ALARM": 1,
"MISS": 3
},
"SQ2": {
"FALSE_ALARM": 2,
"WRONG_TYPE": 2
},
"SQ3": {
"FALSE_ALARM": 7,
"WRONG_TYPE": 5,
"MISS": 1
},
"SQ4": {
"FALSE_ALARM": 8,
"WRONG_TYPE": 5,
"MISS": 1
},
"SQ5": {
"FALSE_ALARM": 2,
"WRONG_TYPE": 1,
"MISS": 1
}
},
"error_by_category": {
"device_fault": 3,
"intrusion": 3,
"water_damage": 2,
"behavioral_anomaly": 4,
"child_specific": 4,
"fire_gas": 2,
"elderly_specific": 1
}
},
"pipeline": "EGPv2"
}