Finish Click-Through Rate Prediction on Douyin Offline
1.28AUCMixFormer-medium
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MixFormer-mediumType=Unified2026.02 | 1.28 | 1.6 | 1,226 | 3,503 | |
| UI-MixFormer-mediumType=Unified2026.02 | 1.28 | 1.6 | 1,226 | 2,242 | |
| STCA→RankMixerType=Stacked2026.02 | 1.12 | 1.4 | 1,255 | 6,736 | |
| STCA⊕RankMixerType=Parallel2026.02 | 1.11 | 1.38 | 1,255 | 6,736 | |
| OneTransType=Parallel2026.02 | 1.05 | 1.31 | 316 | 23,371 | |
| MixFormer-smallType=Unified2026.02 | 1.01 | — | 282 | 733 | |
| TA→RankMixerType=Stacked2026.02 | 0.95 | 1.22 | 1,118 | 2,180 | |
| STCA→DCNv2Type=Stacked2026.02 | 0.89 | 0.91 | 145 | 4,560 | |
| TA→DLRMType=Stacked2026.02 | 0.8554 | 0.827 | 9 | 52 | |
| TA→WukongType=Stacked2026.02 | 0.29 | 0.29 | 122 | 442 | |
| TA→DHENType=Stacked2026.02 | 0.18 | 0.26 | 22 | 158 | |
| TA→DCNv2Type=Stacked2026.02 | 0.13 | 0.13 | 22 | 170 |