ec36ea3d6d
23개 쿼리에 대한 현재 검색(FTS+ILIKE+Vector hybrid) baseline. Phase 1+ 개선 비교 기준점으로 보존. 전체: Recall@10 0.788 / NDCG@10 0.705 / Top-3 0.95 / p95 1695ms 핵심 약점 (Phase 1+ 타겟): - news_crosslingual catastrophic (Recall 0.14) → domain-aware 필수 - failure-case precision 0/3 → confidence threshold 부재 - p95 1695ms (목표 500ms의 3배) → trigram/parallel retrieval - nl 쿼리 top-3 ordering 약함 → chunk-level + reranker Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
4.4 KiB
4.4 KiB
| 1 | label | id | category | intent | domain_hint | query | relevant_ids | returned_ids_top10 | latency_ms | recall_at_10 | mrr_at_10 | ndcg_at_10 | top3_hit | error |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2 | single | kw_001 | exact_keyword | fact_lookup | document | 산업안전보건법 제6장 | 3856;3868;3879 | 3856;3868;3879;3912;3950;3908;3915;3911;3858;3853 | 1696.5 | 1.000 | 1.000 | 1.000 | 1 | |
| 3 | single | kw_002 | exact_keyword | fact_lookup | document | 중대재해 처벌 등에 관한 법률 제2장 중대산업재해 | 3917;3921 | 3921;3917;3916;3922;3920;3918;3919;3923;3874;3946 | 567.9 | 1.000 | 1.000 | 1.000 | 1 | |
| 4 | single | kw_003 | exact_keyword | fact_lookup | document | 화학물질관리법 유해화학물질 영업자 | 3981 | 3981;3980;3857;3988;3869;3880;3978;3986;3985;3979 | 1780.5 | 1.000 | 1.000 | 1.000 | 1 | |
| 5 | single | kw_004 | exact_keyword | fact_lookup | document | 근로기준법 안전과 보건 | 4041 | 4041;3853;3860;3883;3858;3865;4036;3885;3901;3888 | 1686.7 | 1.000 | 1.000 | 1.000 | 1 | |
| 6 | single | kw_005 | exact_keyword | fact_lookup | document | 산업안전보건기준에 관한 규칙 보호구 | 3888 | 3888;3905;3908;3909;3897;3911;3907;3912;3903;3906 | 539.6 | 1.000 | 1.000 | 1.000 | 1 | |
| 7 | single | nl_001 | natural_language_ko | semantic_search | document | 기계로 인한 산업재해 관련 법령 | 3856;3868;3879;3854 | 3868;3856;3879;3895;3915;3872;3851;3867;3897;3863 | 545.0 | 0.750 | 1.000 | 0.832 | 1 | |
| 8 | single | nl_002 | natural_language_ko | semantic_search | document | 사업주가 도급을 줄 때 산업재해를 예방하기 위해 해야 할 일 | 3855;3867;3878 | 3855;3867;3878;3863;3917;3872;3854;3896;3861;3886 | 552.1 | 1.000 | 1.000 | 1.000 | 1 | |
| 9 | single | nl_003 | natural_language_ko | semantic_search | document | 유해화학물질을 다루는 회사가 지켜야 할 안전 의무 | 3980;3981;3982 | 3857;3869;3980;3880;3896;3903;3854;3981;3909;3904 | 534.2 | 0.667 | 0.333 | 0.383 | 1 | |
| 10 | single | nl_004 | natural_language_ko | semantic_search | document | 중대재해가 발생했을 때 경영책임자가 처벌받는 기준 | 3916;3917;3920;3921 | 3918;3917;3919;3921;3916;3923;3867;3922;3877;3984 | 529.4 | 0.750 | 0.500 | 0.565 | 1 | |
| 11 | single | nl_005 | natural_language_ko | semantic_search | document | 안전보건교육은 누가 받아야 하고 어떤 내용을 다루는가 | 3853;3865 | 3853;3876;3965;3871;3958;3875;3861;3866;3877;3856 | 543.4 | 0.500 | 1.000 | 0.613 | 1 | |
| 12 | single | cl_001 | crosslingual_ko_en | semantic_search | document | 기계 안전 가드 설계 원리 | 3770;3856 | 3895;3770;3762;3773;3879;3856;3767;3788;3868;3897 | 532.2 | 1.000 | 0.500 | 0.605 | 1 | |
| 13 | single | cl_002 | crosslingual_ko_en | semantic_search | document | 산업 안전 입문서 | 3755;3775;3776;3777 | 3755;3816;3775;3851;3896;3853;3876;3871;3776;3863 | 1446.3 | 0.750 | 1.000 | 0.703 | 1 | |
| 14 | single | cl_003 | crosslingual_ko_en | semantic_search | document | 전기 안전 위험 | 3772;3790 | 3772;3897;3790;4024;4018;4020;4023;4022;4013;4019 | 1364.3 | 1.000 | 1.000 | 0.920 | 1 | |
| 15 | single | news_001 | news_ko | semantic_search | news | 이란과 미국의 군사 충돌 | 4303;4304;4307;4316;4322;4323;4327;4335 | 4452;4307;4317;4321;4339;4331;4329;4418;4446;4459 | 535.4 | 0.125 | 0.500 | 0.160 | 1 | |
| 16 | single | news_002 | news_ko | semantic_search | news | 호르무즈 해협 봉쇄 | 4316;4320;4322;4327 | 4349;4199;4346;4320;4322;4327;4340;4304;4316;4260 | 538.4 | 1.000 | 0.250 | 0.576 | 0 | |
| 17 | single | news_003 | news_en | semantic_search | news | Trump Iran ultimatum | 4258;4260;4262 | 4519;4202;4258;4321;4333;4515;4313;4445;4418;4314 | 533.7 | 0.333 | 0.333 | 0.235 | 1 | |
| 18 | single | news_004 | news_fr | semantic_search | news | guerre en Iran | 4199;4202;4210;4361;4363;4507;4519;4521 | 4199;4507;4521;4363;4519;4211;4258;4324;4210;4536 | 523.8 | 0.750 | 1.000 | 0.822 | 1 | |
| 19 | single | news_005 | news_crosslingual | semantic_search | news | 이란 미국 전쟁 글로벌 반응 | 4202;4258;4262;4536;4303;4304;4316 | 4329;4457;4307;4345;4324;4452;4443;4444;4450;4262 | 1483.2 | 0.143 | 0.100 | 0.079 | 1 | |
| 20 | single | misc_001 | other_domain | fact_lookup | document | 강체의 평면 운동학 | 4063;4065 | 4071;4063;4064;4058;4066;4065;4068;4060;4062;4059 | 568.0 | 1.000 | 0.500 | 0.605 | 1 | |
| 21 | single | misc_002 | other_domain | semantic_search | document | 질점의 운동역학 | 4060;4061;4062 | 4062;4060;4061;4058;4070;4059;4069;4071;4063;4067 | 552.0 | 1.000 | 1.000 | 1.000 | 1 | |
| 22 | single | fail_001 | failure_expected | semantic_search | document | Rust async runtime tokio scheduler 내부 구조 | 4069;3789;4067;4070;4060;4061;4071;4062;3807;4433 | 543.8 | 0.000 | 0.000 | 0.000 | 1 | ||
| 23 | single | fail_002 | failure_expected | semantic_search | document | 양자컴퓨터 큐비트 디코히어런스 | 4068;4058;4064;4060;4065;4063;4061;3899;4067;4196 | 527.0 | 0.000 | 0.000 | 0.000 | 1 | ||
| 24 | single | fail_003 | failure_expected | semantic_search | news | 재즈 보컬리스트 빌리 홀리데이 | 4289;4281;4205;4116;4100;4077;4316;4343;4235;4504 | 533.0 | 0.000 | 0.000 | 0.000 | 1 |