CTR Prediction on Industrial
83.34AUCWukong
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Wukong#Params (M)=411.8, GFLOPs=1738.32026.02 | 83.34 | — | — | |
| MC-MLCC#Params (M)=15.5, GFLOPs=64.92026.02 | 83.34 | — | — | |
| MLCC#Params (M)=65.2, GFLOPs=268.32026.02 | 83.33 | — | — | |
| RankMixer#Params (M)=883.2, GFLOPs=3620.62026.02 | 83.22 | — | — | |
| DCNv2#Params (M)=96.9, GFLOPs=397.22026.02 | 83.04 | — | — | |
| DNN#Params (M)=30.0, GFLOPs=123.12026.02 | 82.75 | — | — | |
| DeRes-P2026.06 | 80.64 | 0.428 | 79.26 | |
| DeRes-S2026.06 | 80.56 | 0.429 | 79.12 | |
| TokenMixer-L2026.06 | 80.38 | 0.4308 | 78.84 | |
| UniMixer2026.06 | 80.32 | 0.4313 | 78.78 | |
| AttnRes2026.06 | 80.29 | 0.4317 | 78.73 | |
| OneTrans2026.06 | 80.19 | 0.4327 | 78.61 | |
| mHC2026.06 | 80.11 | 0.4336 | 78.52 | |
| SASRec2026.06 | 80.04 | 0.4341 | 78.46 | |
| DenseFormer2026.06 | 80.03 | 0.4345 | 78.43 | |
| DIN2026.06 | 79.88 | 0.4358 | 78.25 | |
| UTTSIBackbone=OptFu2026.05 | 79.79 | 0.0786 | — | |
| UTTSIBackbone=HSTU2026.05 | 79.69 | 0.079 | — | |
| UTTSIBackbone=PLE2026.05 | 79.54 | 0.0796 | — | |
| DCN-v22026.06 | 79.43 | 0.4404 | 77.74 | |
| OptFu2026.05 | 79.33 | 0.0803 | — | |
| HSTU2026.05 | 79.26 | 0.0814 | — | |
| FiBiNET2026.06 | 79.26 | 0.4416 | 77.57 | |
| AutoInt2026.06 | 79.12 | 0.4429 | 77.41 | |
| PLE2026.05 | 79.05 | 0.0823 | — | |
| PEPNet2026.05 | 79.04 | 0.0817 | — | |
| MMOE2026.05 | 78.99 | 0.0826 | — | |
| OptFeatureCategory=DSNs with FIS2023.10 | 78.93 | 0.2142 | — | |
| AutoCTR2026.05 | 78.93 | 0.0828 | — | |
| DeepFM2026.06 | 78.91 | 0.4452 | 77.18 | |
| AutoFISCategory=DSNs with FIS2023.10 | 78.89 | 0.2146 | — | |
| GDCN2026.05 | 78.84 | 0.0839 | — | |
| IPNNCategory=DSNs2023.10 | 78.83 | 0.2147 | — | |
| PROFITCategory=DSNs with FIS2023.10 | 78.49 | 0.2161 | — | |
| MaskNet2026.05 | 78.46 | 0.0831 | — | |
| DCNCategory=DSNs2023.10 | 78.44 | 0.2167 | — | |
| FNNCategory=DSNs2023.10 | 78.38 | 0.2168 | — | |
| FibiNET2026.05 | 78.25 | 0.0844 | — | |
| DeepFMCategory=DSNs2023.10 | 78.24 | 0.2179 | — | |
| AutoInt2026.05 | 78.23 | 0.0847 | — | |
| DNN2026.05 | 78.01 | 0.0849 | — | |
| DCN2026.05 | 77.92 | 0.0851 | — | |
| FM2026.05 | 77.88 | 0.0852 | — | |
| DeepFM2026.05 | 77.85 | 0.0852 | — | |
| Wide&Deep2026.05 | 77.83 | 0.0854 | — | |
| FMCategory=Shallow2023.10 | 77.8 | 0.2181 | — | |
| LRCategory=Shallow2023.10 | 77.45 | 0.2189 | — |