CTCVR Prediction on E-commerce Douyin
1.2ΔAUCTokenMixer-Large 7B
Evaluation results
| Method | Links | |
|---|---|---|
| TokenMixer-Large 7BParams=7.6 B, FLOPs/Batch=49.0 T2026.02 | 1.2 | |
| TokenMixer-Large 4BParams=4.6 B, FLOPs/Batch=29.8 T2026.02 | 1.14 | |
| TokenMixer-Large 4B SP-MoEParams=2.3 B in 4.6 B, FLOPs/Batch=15.1 T2026.02 | 1.14 | |
| TokenMixer-Large 500MParams=501 M, FLOPs/Batch=4.2 T2026.02 | 0.94 | |
| RankMixer(TokenMixer)Params=567 M, FLOPs/Batch=4.6 T2026.02 | 0.84 | |
| FATParams=551 M, FLOPs/Batch=4.59 T2026.02 | 0.82 | |
| Group TransformerParams=550 M, FLOPs/Batch=4.5 T2026.02 | 0.81 | |
| WukongParams=513 M, FLOPs/Batch=4.6 T2026.02 | 0.76 | |
| AutoIntParams=549 M, FLOPs/Batch=138.6 T2026.02 | 0.75 | |
| DHENParams=415 M, FLOPs/Batch=103.4 T2026.02 | 0.63 | |
| DCNv2Params=502 M, FLOPs/Batch=125.8 T2026.02 | 0.49 | |
| HiFormerParams=570 M, FLOPs/Batch=28.8 T2026.02 | 0.44 |