Talent Recommendation on HRT (N=20)
0.8327ND@5L3TR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| L3TRType=Our Models, Candidate Set Size=202026.04 | 0.8327 | 0.8476 | 0.7829 | 0.8581 | 0.8334 | |
| TALLRecType=LLM-based Models, Candidate Set Size=202026.04 | 0.8251 | 0.8364 | 0.6843 | 0.8619 | 0.7978 | |
| ReasonRank (32B)Type=LLM-based Models, Candidate Set Size=202026.04 | 0.7823 | 0.7981 | 0.6895 | 0.8597 | 0.7662 | |
| List-ExpType=LLM-based Models, Candidate Set Size=202026.04 | 0.7716 | 0.7924 | 0.6519 | 0.8047 | 0.7485 | |
| Rank1Type=LLM-based Models, Candidate Set Size=202026.04 | 0.7604 | 0.7742 | 0.6268 | 0.8635 | 0.7336 | |
| Point-ExpType=LLM-based Models, Candidate Set Size=202026.04 | 0.7582 | 0.7726 | 0.5997 | 0.7856 | 0.7209 | |
| ReasonRank (7B)Type=LLM-based Models, Candidate Set Size=202026.04 | 0.6457 | 0.6789 | 0.5098 | 0.7486 | 0.6284 | |
| TRBERTType=Domain-specific Models, Candidate Set Size=202026.04 | 0.5917 | 0.6438 | 0.3784 | 0.7716 | 0.5534 | |
| Point-ImpType=LLM-based Models, Candidate Set Size=202026.04 | 0.5026 | 0.5741 | 0.3082 | 0.6715 | 0.4794 | |
| BPJFNNType=Domain-specific Models, Candidate Set Size=202026.04 | 0.4959 | 0.5512 | 0.2483 | 0.7214 | 0.4489 | |
| APJFNNType=Domain-specific Models, Candidate Set Size=202026.04 | 0.3749 | 0.4723 | 0.1589 | 0.5881 | 0.3526 | |
| PJFNNType=Domain-specific Models, Candidate Set Size=202026.04 | 0.3316 | 0.4119 | 0.1478 | 0.5112 | 0.3247 | |
| List-ImpType=LLM-based Models, Candidate Set Size=202026.04 | 0.1958 | 0.2876 | 0.0713 | 0.3349 | 0.2128 |