Top-K Recommendation on Upwork (leave-one-out)
10.12Recall@10SODA-T
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| SODA-TCategory=Generative Method, Backbone=TIGER2026.02 | 10.12 | 15.68 | 5.08 | 6.47 | |
| SODA-ECategory=Generative Method, Backbone=ETEGRec2026.02 | 9.35 | 14.21 | 4.67 | 5.89 | |
| ETEGRecCategory=Generative Method2026.02 | 9.34 | 14.05 | 4.65 | 5.83 | |
| TIGERCategory=Generative Method2026.02 | 8.85 | 13.8 | 4.41 | 5.66 | |
| SASRecCategory=Traditional Method2026.02 | 8.72 | 12.64 | 4.32 | 5.31 | |
| SODA-LCategory=Generative Method, Backbone=LETTER2026.02 | 8.11 | 12.57 | 4.03 | 5.15 | |
| LETTERCategory=Generative Method2026.02 | 7.3 | 12.02 | 3.56 | 4.74 | |
| GRU4RecCategory=Traditional Method2026.02 | 5.37 | 8.55 | 2.72 | 3.52 | |
| HGNCategory=Traditional Method2026.02 | 5.16 | 8.12 | 2.7 | 3.44 | |
| CaserCategory=Traditional Method2026.02 | 4.55 | 7.3 | 2.31 | 3 | |
| BERT4RecCategory=Traditional Method2026.02 | 3.21 | 5.16 | 1.61 | 2.1 |