Recommendation on JobRec (test)
93.48ND@5L3TR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| L3TRType=Our Models, N=102026.04 | 93.48 | 94.19 | 90.32 | 98.16 | 93.64 | |
| TALLRecType=LLM-based Models, N=102026.04 | 91.56 | 92.64 | 88.13 | 96.37 | 91.85 | |
| List-ExpType=LLM-based Models, N=102026.04 | 78.12 | 79.64 | 65.21 | 91.26 | 74.89 | |
| Point-ImpType=LLM-based Models, N=102026.04 | 73.68 | 76.89 | 59.14 | 88.97 | 70.58 | |
| ReasonRankType=LLM-based Models, Model Scale=32B, N=102026.04 | 71.96 | 74.28 | 62.49 | 84.87 | 70.75 | |
| Rank1Type=LLM-based Models, N=102026.04 | 67.98 | 71.84 | 49.82 | 87.15 | 63.89 | |
| ReasonRankType=LLM-based Models, Model Scale=7B, N=102026.04 | 66.62 | 70.51 | 52.67 | 82.48 | 64.17 | |
| List-ImpType=LLM-based Models, N=102026.04 | 61.84 | 66.39 | 50.37 | 74.85 | 60.73 | |
| Point-ExpType=LLM-based Models, N=102026.04 | 60.27 | 64.95 | 40.52 | 80.16 | 56.39 | |
| PJFNNType=Domain-specific Models, N=102026.04 | 21.43 | 32.08 | 7.86 | 38.19 | 23.87 | |
| BPJFNNType=Domain-specific Models, N=102026.04 | 20.71 | 31.34 | 7.45 | 36.98 | 23.21 | |
| TRBERTType=Domain-specific Models, N=102026.04 | 20.24 | 30.56 | 7.39 | 36.52 | 22.94 |