Slate Recommendation on Industrial dataset
31.63Impressions Hit@5HiGR
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| HiGRType=Generative Slate Rec., Model size=0.1B, RL configuration=ORPO2025.12 | 31.63 | 7.6 | 21.45 | 4.95 | 8.31 | |
| HiGRType=Generative Slate Rec., Model size=0.1B, RL configuration=w/o RL2025.12 | 29.94 | 7.21 | 20.12 | 4.65 | 7.53 | |
| HiGRType=Generative Slate Rec., Model size=0.025B, RL configuration=w/o RL2025.12 | 26.41 | 6.12 | 18.1 | 3.95 | 6.31 | |
| OneRecType=Generative Rec., Model size=0.025B2025.12 | 24.38 | 5.77 | 16.03 | 3.67 | 5.89 | |
| HSTUType=Generative Rec., Model size=0.025B2025.12 | 22.81 | 5.06 | 14.87 | 3.1 | 4.92 | |
| TIGERType=Generative Rec., Model size=0.025B2025.12 | 18.12 | 3.83 | 12.04 | 2.49 | 4.06 | |
| SASRecType=Discriminative Rec.2025.12 | 10.57 | 2.18 | 7 | 1.43 | 2.43 | |
| BertRecType=Discriminative Rec.2025.12 | 9.11 | 1.87 | 6.32 | 1.29 | 2.01 | |
| ListCVAEType=Classic Slate Rec.2025.12 | 8.57 | 1.78 | 5.71 | 1.17 | 1.86 |