Sequential Recommendation on Ant Insurance Dataset
9.17Hit Rate @ 10BITRec
Evaluation results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| BITRecModel Type=Generative Recommendation, #Param.=1.7M2026.04 | 9.17 | 15.01 | 5.63 | 6.93 | 5.27 | |
| HSTU64Model Type=Generative Recommendation, #Param.=0.9M2026.04 | 8.77 | 14.36 | 5.5 | 6.74 | 5.21 | |
| BLADEModel Type=Generative Recommendation, #Param.=11.6M2026.04 | 8.69 | 15.02 | 5.19 | 6.59 | 4.49 | |
| HSTU48Model Type=Generative Recommendation, #Param.=0.6M2026.04 | 8.52 | 14.36 | 5.27 | 6.57 | 5 | |
| HSTU32Model Type=Generative Recommendation, #Param.=0.6M2026.04 | 8.49 | 14.35 | 5.23 | 6.53 | 4.96 | |
| GRU4RecModel Type=Sequential Recommendation, #Param.=2.1M2026.04 | 8.42 | 14.66 | 5.11 | 6.49 | 4.84 | |
| GAMERModel Type=Generative Recommendation, #Param.=4.6M2026.04 | 8.29 | 14.05 | 15.97 | 6.2 | 4.24 | |
| MBHTModel Type=Multi-Behavior Recommendation, #Param.=1.2M2026.04 | 8.28 | 14.8 | 4.94 | 6.39 | 4.68 | |
| PBATModel Type=Multi-Behavior Recommendation, #Param.=4.6M2026.04 | 8.16 | 14.64 | 4.79 | 6.22 | 4.51 | |
| MBGenModel Type=Generative Recommendation, #Param.=0.9M2026.04 | 8.13 | 14.58 | 4.85 | 6.28 | 4.61 | |
| SASRecModel Type=Sequential Recommendation, #Param.=0.6M2026.04 | 8.01 | 14.27 | 4.8 | 6.18 | 4.57 | |
| BERT4RecModel Type=Sequential Recommendation, #Param.=1.2M2026.04 | 7.64 | 12.67 | 4.49 | 5.6 | 4.22 |