Recommendation on Industrial Dataset
3,675StepMiniOneRec (0.5B)
Evaluation results
| Method | Links | ||||||||
|---|---|---|---|---|---|---|---|---|---|
| MiniOneRec (0.5B)Type=Gen, Optimizer=Adam2026.02 | 3,675 | 7.3 | 10.13 | 11.47 | 12.93 | 8.94 | 9.49 | 9.96 | |
| TIGERType=Gen, Optimizer=Adam2026.02 | 3,600 | 7.11 | 8.65 | 9.4 | 11.14 | 8.01 | 8.31 | 8.89 | |
| MiniOneRec (0.5B)Type=Gen, Optimizer=Muon2026.02 | 3,345 | 7.68 | 10.26 | 12 | 14.03 | 9.16 | 9.88 | 10.54 | |
| MiniOneRec (1.5B)Type=Gen, Optimizer=Adam2026.02 | 3,345 | 7.81 | 10.46 | 11.6 | 13.72 | 9.33 | 9.8 | 10.48 | |
| MiniOneRec (3.0B)Type=Gen, Optimizer=Adam2026.02 | 2,790 | 7.37 | 9.93 | 10.88 | 12.6 | 8.83 | 9.22 | 9.77 | |
| MiniOneRec (3.0B)Type=Gen, Optimizer=Muon2026.02 | 2,430 | 7.77 | 10.32 | 12.05 | 14.23 | 9.2 | 9.91 | 10.62 | |
| MiniOneRec (1.5B)Type=Gen, Optimizer=Muon2026.02 | 2,355 | 7.88 | 10.66 | 12.53 | 14.6 | 9.49 | 10.26 | 10.92 | |
| TIGERType=Gen, Optimizer=Muon2026.02 | 1,200 | 7.31 | 8.7 | 9.65 | 10.94 | 8.14 | 8.53 | 8.95 | |
| CaserType=Trad, Optimizer=Adam2026.02 | 192 | 4.06 | 4.57 | 4.83 | 5.71 | 4.36 | 4.47 | 4.75 | |
| CaserType=Trad, Optimizer=Muon2026.02 | 145 | 3.86 | 6.29 | 7.15 | 8.98 | 5.29 | 5.65 | 6.24 | |
| SASRecType=Trad, Optimizer=Adam2026.02 | 117 | 5.76 | 8.05 | 9.31 | 11.41 | 7.13 | 7.64 | 8.31 | |
| GRU4RecType=Trad, Optimizer=Adam2026.02 | 110 | 5.16 | 7.46 | 8.63 | 10.54 | 6.51 | 6.99 | 7.61 | |
| SASRecType=Trad, Optimizer=Muon2026.02 | 103 | 5.69 | 8.1 | 9.44 | 11.27 | 7.13 | 7.69 | 8.27 | |
| GRU4RecType=Trad, Optimizer=Muon2026.02 | 44 | 5.98 | 8.69 | 9.71 | 11.63 | 7.53 | 7.94 | 8.55 |