CTR Prediction on Taobao (AUC, Delta)
78.2AUCFAT-XL
Evaluation results
| Method | Links | ||
|---|---|---|---|
| FAT-XLType=Ours, #Params=1.5B2025.11 | 78.2 | 0.58 | |
| FAT-LargeType=Ours, #Params=0.54B2025.11 | 78.09 | 0.47 | |
| RankMixerType=Scaling-Oriented, #Params=0.51B2025.11 | 77.85 | 0.23 | |
| HiFormerType=Scaling-Oriented, #Params=0.58B2025.11 | 77.79 | 0.17 | |
| FAT-SmallType=Ours, #Params=52M2025.11 | 77.78 | 0.16 | |
| WukongType=Scaling-Oriented, #Params=0.54B2025.11 | 77.73 | 0.11 | |
| HSTUType=Scaling-Oriented, #Params=0.54B2025.11 | 77.72 | 0.1 | |
| DCNv2Type=Traditional, #Params=47M2025.11 | 77.68 | 0.06 | |
| AutoIntType=Traditional, #Params=57M2025.11 | 77.67 | 0.05 | |
| DeepCTR-LargeType=Traditional, #Params=0.48B2025.11 | 77.64 | 0.02 | |
| DeepCTRType=Baseline, #Params=40M2025.11 | 77.62 | — | |
| DeepFMType=Traditional, #Params=45M2025.11 | 77.47 | -0.15 | |
| FFMType=Traditional, #Params=25M2025.11 | 77.32 | -0.3 |