Finish-rate Prediction on Douyin Search
0.7545QAUCDLRM-MLP
Evaluation results
| Method | Links | |
|---|---|---|
| DLRM-MLPBackbone=DLRM-MLP, #Params=118M/118M, FLOPs/Batch=520G2026.02 | 0.7545 | |
| MSN-FFNBackbone=RankMixer, #Params=122M/252M, FLOPs/Batch=556G2026.02 | 0.33 | |
| MSN-SMoEBackbone=RankMixer, #Params=122M/294M, FLOPs/Batch=560G2026.02 | 0.31 | |
| SMoE (2in6)Backbone=RankMixer, #Params=120M/267M, FLOPs/Batch=546G2026.02 | 0.25 | |
| SMoE (2in4)Backbone=RankMixer, #Params=120M/194M, FLOPs/Batch=543G2026.02 | 0.22 | |
| FFNBackbone=RankMixer, #Params=120M/120M, FLOPs/Batch=529G2026.02 | 0.21 | |
| GatedFFNBackbone=RankMixer, #Params=122M/122M, FLOPs/Batch=541G2026.02 | 0.21 | |
| WukongBackbone=Wukong, #Params=127M/127M, FLOPs/Batch=567G2026.02 | 0.13 |