Sequential Recommendation on Taobao (H@K, N@K, MRR)
3.73H@10BITRec
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BITRecModel Type=Generative Recommendation, #Param.=538.9M2026.04 | 3.73 | 7.65 | 2.09 | 2.94 | 1.86 | |
| SASRecModel Type=Sequential Recommendation, #Param.=532.9M2026.04 | 3.17 | 6.55 | 1.78 | 2.51 | 1.6 | |
| GRU4RecModel Type=Sequential Recommendation, #Param.=534.1M2026.04 | 2.87 | 6.75 | 1.52 | 2.37 | 1.39 | |
| HSTU64Model Type=Generative Recommendation, #Param.=533.3M2026.04 | 2.54 | 6.02 | 1.36 | 2.12 | 1.26 | |
| HSTU32Model Type=Generative Recommendation, #Param.=533.0M2026.04 | 2.46 | 5.84 | 1.31 | 2.05 | 1.21 | |
| HSTU48Model Type=Generative Recommendation, #Param.=533.1M2026.04 | 2.44 | 5.79 | 1.28 | 2.01 | 1.18 | |
| BLADEModel Type=Generative Recommendation, #Param.=538.5M2026.04 | 2.32 | 5.82 | 1.96 | — | 1.11 | |
| MBGenModel Type=Generative Recommendation, #Param.=533.2M2026.04 | 1.76 | 4.41 | 0.92 | 1.49 | 0.88 | |
| MBHTModel Type=Multi-Behavior Recommendation, #Param.=533.6M2026.04 | 1.69 | 4.35 | 0.86 | 1.43 | 0.81 | |
| PBATModel Type=Multi-Behavior Recommendation, #Param.=535.9M2026.04 | 1.35 | 3.6 | 0.69 | 1.17 | 0.67 | |
| BERT4RecModel Type=Sequential Recommendation, #Param.=533.9M2026.04 | 0.4 | 0.79 | 0.23 | 0.31 | 0.24 | |
| GAMERModel Type=Generative Recommendation, #Param.=537.1M2026.04 | 0.21 | 0.74 | 0.1 | 0.21 | 0.14 |