Next-item Recommendation on Amazon Video Games
3.28H@5SPRec
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| SPRecBackbone=Qwen3-0.6B2026.05 | 3.28 | 1.68 | 4.53 | 2.11 | 5.62 | 2.27 | |
| RPORecBackbone=Qwen3-0.6B2026.05 | 3.26 | 1.62 | 4.78 | 2.23 | 6.55 | 2.75 | |
| ReReBackbone=Qwen3-0.6B2026.05 | 3 | 1.49 | 4.42 | 2.06 | 5.48 | 2.35 | |
| R^2ecBackbone=Qwen3-0.6B2026.05 | 2.96 | 1.47 | 4.03 | 1.88 | 4.75 | 1.92 | |
| LatentR^3Backbone=Qwen3-0.6B2026.05 | 2.85 | 1.42 | 4.18 | 1.98 | 6.17 | 2.49 | |
| S-DPOBackbone=Qwen3-0.6B2026.05 | 2.29 | 1.14 | 3.34 | 1.56 | 4.68 | 1.89 | |
| SASRec2026.05 | 2.27 | 1.45 | 3.64 | 1.91 | 5.63 | 2.44 | |
| D^3Backbone=Qwen3-0.6B2026.05 | 2.01 | 1 | 2.72 | 1.27 | 3.99 | 1.61 | |
| BIGRecBackbone=Qwen3-0.6B2026.05 | 1.83 | 0.91 | 2.67 | 1.24 | 3.59 | 1.45 | |
| TIGERBackbone=Qwen3-0.6B2026.05 | 1.65 | 0.82 | 2.45 | 1.14 | 3.82 | 1.54 | |
| Caser2026.05 | 1.5 | 1 | 2.36 | 1.27 | 3.6 | 1.58 | |
| GRU4Rec2026.05 | 1.45 | 0.96 | 2.37 | 1.26 | 3.47 | 1.53 |