Talent Recommendation on JobHop (10 chronological splits)
42.13HR@5CF+RL+TOPSIS
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CF+RL+TOPSIS2026.05 | 42.13 | 30.4 | 26.56 | |
| SASRec2026.05 | 40.93 | 29.45 | 25.68 | |
| Transition-CF2026.05 | 40.24 | 29.32 | 25.73 | |
| CF+TOPSIS2026.05 | 39.97 | 29.24 | 25.73 | |
| Item Markov2026.05 | 39.86 | 29.37 | 25.92 | |
| GRU4Rec2026.05 | 39.07 | 28.35 | 24.83 | |
| RL+TOPSIS2026.05 | 38.57 | 26.29 | 22.24 | |
| RL-bandit2026.05 | 38.35 | 27.26 | 23.62 | |
| Repeat-last2026.05 | 36.26 | 28.19 | 25.51 | |
| NMF2026.05 | 34.04 | 24.61 | 21.54 | |
| SVD2026.05 | 33.52 | 24.27 | 21.25 | |
| TOPSIS2026.05 | 31.73 | 21.17 | 17.73 | |
| Popularity2026.05 | 28.89 | 20.26 | 17.45 |