Talent Recommendation on JobRec
0.8836ND@5L3TR
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| L3TRType=Our Models, N=302026.04 | 0.8836 | 0.8975 | 0.7931 | 0.9319 | 0.8812 | |
| TALLRecType=LLM-based Models, N=302026.04 | 0.8617 | 0.8794 | 0.7682 | 0.9068 | 0.8584 | |
| List-ExpType=LLM-based Models, N=302026.04 | 0.7214 | 0.7438 | 0.5362 | 0.8475 | 0.6899 | |
| Point-ImpType=LLM-based Models, N=302026.04 | 0.6801 | 0.7176 | 0.4853 | 0.8224 | 0.6445 | |
| ReasonRankType=LLM-based Models, N=30, Backbone Size=32B2026.04 | 0.6624 | 0.6908 | 0.5216 | 0.7745 | 0.6462 | |
| Rank1Type=LLM-based Models, N=302026.04 | 0.6268 | 0.6681 | 0.4037 | 0.8032 | 0.5836 | |
| ReasonRankType=LLM-based Models, N=30, Backbone Size=7B2026.04 | 0.6147 | 0.6579 | 0.4278 | 0.7576 | 0.5867 | |
| List-ImpType=LLM-based Models, N=302026.04 | 0.5732 | 0.6234 | 0.4159 | 0.6861 | 0.5587 | |
| Point-ExpType=LLM-based Models, N=302026.04 | 0.556 | 0.6052 | 0.3206 | 0.7368 | 0.5136 | |
| PJFNNType=Domain-specific Models, N=302026.04 | 0.2006 | 0.3031 | 0.0638 | 0.3392 | 0.2187 | |
| BPJFNNType=Domain-specific Models, N=302026.04 | 0.1939 | 0.2956 | 0.0604 | 0.3281 | 0.2129 | |
| TRBERTType=Domain-specific Models, N=302026.04 | 0.1896 | 0.2887 | 0.0597 | 0.3215 | 0.2103 |