Talent Recommendation on HRT N=10
0.8694ND@5L3TR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| L3TRType=Our Models2026.04 | 0.8694 | 0.8821 | 0.8337 | 0.9035 | 0.8626 | |
| TALLRecType=LLM-based Models2026.04 | 0.8617 | 0.8701 | 0.7239 | 0.8986 | 0.8282 | |
| ReasonRank (32B)Type=LLM-based Models2026.04 | 0.8218 | 0.8362 | 0.7296 | 0.9037 | 0.8056 | |
| List-ExpType=LLM-based Models2026.04 | 0.8169 | 0.8335 | 0.7018 | 0.8476 | 0.7964 | |
| Point-ExpType=LLM-based Models2026.04 | 0.8036 | 0.8162 | 0.6437 | 0.8369 | 0.7675 | |
| Rank1Type=LLM-based Models2026.04 | 0.8014 | 0.8153 | 0.6662 | 0.9068 | 0.7763 | |
| ReasonRank (7B)Type=LLM-based Models2026.04 | 0.6809 | 0.7134 | 0.5482 | 0.7946 | 0.6658 | |
| TRBERTType=Domain-specific Models2026.04 | 0.6186 | 0.6713 | 0.4015 | 0.8052 | 0.5839 | |
| Point-ImpType=LLM-based Models2026.04 | 0.5398 | 0.6121 | 0.3379 | 0.7184 | 0.5187 | |
| BPJFNNType=Domain-specific Models2026.04 | 0.5189 | 0.5754 | 0.2684 | 0.7521 | 0.4723 | |
| APJFNNType=Domain-specific Models2026.04 | 0.3965 | 0.4956 | 0.1759 | 0.6148 | 0.3728 | |
| PJFNNType=Domain-specific Models2026.04 | 0.3512 | 0.4319 | 0.1613 | 0.5336 | 0.3421 | |
| List-ImpType=LLM-based Models2026.04 | 0.2196 | 0.3184 | 0.0857 | 0.3698 | 0.2389 |