Generative Recommendation on Industrial Dataset (test)
0.0196HR@10S2GR
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| S2GRReasoning=Stepwise, Tokenization=CoBa RQ-VAE2026.01 | 0.0196 | 0.0634 | 0.0111 | 0.0195 | |
| S2GR (w/o LThink)Supervision=None2026.01 | 0.0178 | 0.0589 | 0.01 | 0.018 | |
| S2GR (w/o Reason)Reasoning=None2026.01 | 0.0167 | 0.0579 | 0.0093 | 0.0172 | |
| S2GR (w/o CoBa RQ-VAE)Tokenization=Vanilla RQ-VAE2026.01 | 0.0155 | 0.0576 | 0.0081 | 0.0161 | |
| TIGER2026.01 | 0.0139 | 0.056 | 0.0072 | 0.0154 | |
| ReaRec2026.01 | 0.0102 | 0.0354 | 0.0059 | 0.0105 | |
| SASRec2026.01 | 0.0088 | 0.0378 | 0.0046 | 0.0102 | |
| BERT4Rec2026.01 | 0.0067 | 0.028 | 0.0032 | 0.0072 | |
| GRU4Rec2026.01 | 0.0056 | 0.0251 | 0.0027 | 0.0065 | |
| Caser2026.01 | 0.0038 | 0.0178 | 0.002 | 0.0046 |