{ "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_resume": { "accuracy": 1.0, "name_accuracy": 1.0, "phone_accuracy": 1.0, "samples": 50, "phone_samples": 50, "empty_skill_resumes": 28 } }