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llmiotsafe/results/qwen36_35B_egpv2_diag60_after_rebalance/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": "2026-05-04T18:30:28.713574",
"total_evaluated": 60,
"summary": {
"total_episodes": 60,
"detection_accuracy": 0.5666666666666667,
"miss_rate": 0.32142857142857145,
"false_alarm_rate": 0.53125,
"precision": 0.5277777777777778,
"recall": 0.6785714285714286,
"f1_security": 0.5937499999999999,
"threat_type_accuracy": 0.47368421052631576,
"parse_failure_rate": 0.0,
"breakdown": {
"TP": {
"total": 28,
"correct": 19,
"accuracy": 0.6785714285714286
},
"FP": {
"total": 28,
"correct": 13,
"accuracy": 0.4642857142857143
},
"TN": {
"total": 4,
"correct": 2,
"accuracy": 0.5
}
},
"per_sq": {
"SQ1": {
"total": 13,
"accuracy": 0.8461538461538461,
"miss_count": 2,
"false_alarm_count": 0
},
"SQ2": {
"total": 6,
"accuracy": 0.5,
"miss_count": 2,
"false_alarm_count": 1
},
"SQ3": {
"total": 17,
"accuracy": 0.47058823529411764,
"miss_count": 2,
"false_alarm_count": 7
},
"SQ4": {
"total": 17,
"accuracy": 0.35294117647058826,
"miss_count": 3,
"false_alarm_count": 8
},
"SQ5": {
"total": 7,
"accuracy": 0.8571428571428571,
"miss_count": 0,
"false_alarm_count": 1
}
}
},
"errors": {
"total_errors": 36,
"error_distribution": {
"MISS": 9,
"FALSE_ALARM": 17,
"WRONG_TYPE": 10
},
"error_by_sq": {
"SQ1": {
"MISS": 2
},
"SQ2": {
"FALSE_ALARM": 1,
"MISS": 2
},
"SQ3": {
"FALSE_ALARM": 7,
"MISS": 2,
"WRONG_TYPE": 5
},
"SQ4": {
"FALSE_ALARM": 8,
"WRONG_TYPE": 4,
"MISS": 3
},
"SQ5": {
"FALSE_ALARM": 1,
"WRONG_TYPE": 1
}
},
"error_by_category": {
"device_fault": 2,
"intrusion": 4,
"water_damage": 1,
"behavioral_anomaly": 4,
"child_specific": 4,
"elderly_specific": 2,
"fire_gas": 2
}
},
"pipeline": "EGPv2"
}