Recommendation on JobRec N = 20 (test)
0.9089ND@5L3TR
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| L3TRType=Our Models2026.04 | 0.9089 | 0.9201 | 0.8442 | 0.9578 | 0.9065 | |
| TALLRecType=LLM-based Models2026.04 | 0.8868 | 0.9016 | 0.81 | 0.9341 | 0.8857 | |
| List-ExpType=LLM-based Models2026.04 | 0.7426 | 0.7626 | 0.5754 | 0.8711 | 0.7104 | |
| Point-ImpType=LLM-based Models2026.04 | 0.7012 | 0.7376 | 0.5171 | 0.8487 | 0.6668 | |
| ReasonRankType=LLM-based Models, parameter_count=32B2026.04 | 0.6831 | 0.7109 | 0.5515 | 0.8001 | 0.6691 | |
| Rank1Type=LLM-based Models2026.04 | 0.6461 | 0.6885 | 0.4316 | 0.8294 | 0.6031 | |
| ReasonRankType=LLM-based Models, parameter_count=7B2026.04 | 0.6333 | 0.676 | 0.4556 | 0.7821 | 0.6049 | |
| List-ImpType=LLM-based Models2026.04 | 0.588 | 0.6367 | 0.4435 | 0.7083 | 0.5755 | |
| Point-ExpType=LLM-based Models2026.04 | 0.5713 | 0.6213 | 0.3482 | 0.7617 | 0.5319 | |
| PJFNNType=Domain-specific Models2026.04 | 0.2049 | 0.3094 | 0.0676 | 0.3474 | 0.2244 | |
| BPJFNNType=Domain-specific Models2026.04 | 0.1978 | 0.3014 | 0.0642 | 0.3355 | 0.2185 | |
| TRBERTType=Domain-specific Models2026.04 | 0.1937 | 0.294 | 0.0636 | 0.3301 | 0.2157 |