Resume-job recommendation on Proprietary manually annotated 1.0 (test)
0.7136nDCG@10WAvg Rank
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| WAvg RankWeights=60/25/15, Type=Ensemble2026.04 | 0.7136 | 31.9 | 0.7301 | |
| HarmMeanWeights=75/15/10, Type=Ensemble2026.04 | 0.6928 | 28 | 0.7228 | |
| Contrastive LearningType=Individual Reranking2026.04 | 0.635 | 17.4 | 0.6772 | |
| WAvg MinMaxWeights=90/5/5, Type=Ensemble2026.04 | 0.6342 | 17.2 | 0.6842 | |
| WAvg Z-ScoreWeights=80/10/10, Type=Ensemble2026.04 | 0.6142 | 13.5 | 0.6342 | |
| LLM RanksMode=Pairwise, Type=Individual Reranking2026.04 | 0.5965 | 10.2 | 0.605 | |
| WAvg SoftmaxWeights=70/15/15, Type=Ensemble2026.04 | 0.5902 | 9.1 | 0.6191 | |
| Borda CountType=Ensemble2026.04 | 0.5859 | 8.3 | 0.6063 | |
| Reciprocal Rankingk=60, Type=Ensemble2026.04 | 0.5727 | 5.8 | 0.5727 | |
| Phase I Embed. Sim.Phase=I, Type=Baseline2026.04 | 0.5411 | — | 0.5811 |