CareerNexus/reports/metrics.json

{
 "jd_extraction_accuracy": 1.0,
 "resume_extraction_accuracy": 1.0,
 "match_accuracy": 1.0,
 "jd_detail": {
  "accuracy": 1.0,
  "title_accuracy": 1.0,
  "fields": {
   "required_skills": {
    "precision": 1.0,
    "recall": 1.0,
    "f1": 1.0
   },
   "preferred_skills": {
    "precision": 1.0,
    "recall": 1.0,
    "f1": 1.0
   },
   "responsibilities": {
    "precision": 1.0,
    "recall": 1.0,
    "f1": 1.0
   },
   "scenarios": {
    "precision": 1.0,
    "recall": 1.0,
    "f1": 1.0
   }
  },
  "samples": 144,
  "bad_lines": 0
 },
 "resume_detail": {
  "resume_full.txt": {
   "precision": 1.0,
   "recall": 1.0,
   "f1": 1.0,
   "extra": [],
   "missing": []
  },
  "resume_partial.txt": {
   "precision": 1.0,
   "recall": 1.0,
   "f1": 1.0,
   "extra": [],
   "missing": []
  },
  "resume_mismatch.txt": {
   "precision": 1.0,
   "recall": 1.0,
   "f1": 1.0,
   "extra": [],
   "missing": []
  },
  "resume_frontend_full.txt": {
   "precision": 1.0,
   "recall": 1.0,
   "f1": 1.0,
   "extra": [],
   "missing": []
  },
  "resume_data_partial.txt": {
   "precision": 1.0,
   "recall": 1.0,
   "f1": 1.0,
   "extra": [],
   "missing": []
  },
  "resume_llm_full.txt": {
   "precision": 1.0,
   "recall": 1.0,
   "f1": 1.0,
   "extra": [],
   "missing": []
  },
  "resume_legacy_mismatch.txt": {
   "precision": 1.0,
   "recall": 1.0,
   "f1": 1.0,
   "extra": [],
   "missing": []
  }
 },
 "match_detail": [
  {
   "job": "Java开发工程师",
   "expected": true,
   "score": 76.67,
   "ok": true
  },
  {
   "job": "Java开发工程师",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "Python开发工程师",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "Python开发工程师",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "前端工程师",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "前端工程师",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "数据工程师",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "数据工程师",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "算法工程师",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "算法工程师",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "数据分析师",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "数据分析师",
   "expected": false,
   "score": 10.0,
   "ok": true
  },
  {
   "job": "测试开发工程师",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "测试开发工程师",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "运维工程师（SRE）",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "运维工程师（SRE）",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "嵌入式工程师",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "嵌入式工程师",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "物联网工程师",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "物联网工程师",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "NLP工程师",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "NLP工程师",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "CV工程师",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "CV工程师",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "云原生工程师",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "云原生工程师",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "AI产品经理",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "AI产品经理",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "Go开发工程师",
   "expected": true,
   "score": 75.0,
   "ok": true
  },
  {
   "job": "Go开发工程师",
   "expected": false,
   "score": 6.67,
   "ok": true
  },
  {
   "job": "前端工程师",
   "expected": true,
   "score": 70.0,
   "ok": true
  },
  {
   "job": "数据分析师",
   "expected": true,
   "score": 70.0,
   "ok": true
  },
  {
   "job": "运维工程师（SRE）",
   "expected": true,
   "score": 70.0,
   "ok": true
  },
  {
   "job": "前端工程师",
   "expected": true,
   "score": 90.0,
   "ok": true
  },
  {
   "job": "数据分析师",
   "expected": true,
   "score": 80.0,
   "ok": true
  },
  {
   "job": "数据分析师",
   "expected": false,
   "score": 20.0,
   "ok": true
  }
 ],
 "real_jd": {
  "accuracy": 0.9995,
  "title_accuracy": 1.0,
  "fields": {
   "required_skills": {
    "precision": 1.0,
    "recall": 0.9988,
    "f1": 0.9994
   },
   "preferred_skills": null,
   "scenarios": {
    "precision": 1.0,
    "recall": 1.0,
    "f1": 1.0
   }
  },
  "samples": 200,
  "bad_lines": 0
 },
 "real_jd_500": {
  "accuracy": 0.9991,
  "title_accuracy": 1.0,
  "fields": {
   "required_skills": {
    "precision": 1.0,
    "recall": 0.998,
    "f1": 0.999
   },
   "preferred_skills": null,
   "scenarios": {
    "precision": 1.0,
    "recall": 1.0,
    "f1": 1.0
   }
  },
  "samples": 500,
  "bad_lines": 0
 },
 "real_resume": {
  "accuracy": 1.0,
  "name_accuracy": 1.0,
  "phone_accuracy": 1.0,
  "samples": 200,
  "phone_samples": 200,
  "empty_skill_resumes": 113
 }
}