Job Preference Prediction on Job Recommendation Dataset
0.468Recall@1JobRec
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| JobRecModel=JobRec2026.02 | 0.468 | 0.672 | 0.752 | 0.468 | 0.587 | 0.62 | |
| JobRec2026.02 | 0.468 | 0.672 | 0.752 | 0.468 | 0.587 | 0.62 | |
| LLMmode=In-Context Learning2026.02 | 0.2382 | 0.3081 | 0.3352 | 0.2382 | 0.2782 | 0.2898 | |
| TallRecModel=TallRec2026.02 | 0.224 | 0.2696 | 0.3224 | 0.224 | 0.2506 | 0.2721 | |
| LLMmode=Zero-shot2026.02 | 0.0849 | 0.2033 | 0.2896 | 0.0849 | 0.1532 | 0.1884 | |
| xDeepFM2026.02 | 0.0528 | 0.1056 | 0.1526 | 0.0528 | 0.0828 | 0.1022 | |
| DCNv22026.02 | 0.0392 | 0.1006 | 0.1362 | 0.0392 | 0.0752 | 0.0898 | |
| DeepFM2026.02 | 0.0257 | 0.0849 | 0.1355 | 0.0257 | 0.0594 | 0.08 | |
| LightGCN2026.02 | 0.0228 | 0.0735 | 0.1191 | 0.0228 | 0.0518 | 0.0704 | |
| SimpleX2026.02 | 0.0164 | 0.0549 | 0.092 | 0.0164 | 0.0383 | 0.0534 |