Follow Prediction on KuaiVideo (test)
79.97AUCLattice Network
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Lattice NetworkTuning=Expert Tuned, MFLOPs=25.54, MParams=43.082025.12 | 79.97 | 0.0073 | — | |
| Lattice NetworkTuning=Lattice Sketch, MFLOPs=1.575, MParams=39.172025.12 | 79.84 | 0.0073 | — | |
| DCNv2MFLOPs=9.159, MParams=40.442025.12 | 79.54 | 0.0073 | — | |
| WukongMFLOPs=22.62, MParams=42.592025.12 | 79.47 | 0.0075 | — | |
| PLE+EKTMBackbone=PLE, Enhanced by=EKTM2026.05 | 79.1 | — | 0.0074 | |
| STEM+EKTMBackbone=STEM, Enhanced by=EKTM2026.05 | 78.93 | — | 0.0075 | |
| AutoInt+MFLOPs=79.27, MParams=41.752025.12 | 78.82 | 0.0075 | — | |
| MMOE+EKTMBackbone=MMOE, Enhanced by=EKTM2026.05 | 78.72 | — | 0.0073 | |
| Shared-Bottom+EKTMBackbone=Shared-Bottom, Enhanced by=EKTM2026.05 | 78.13 | — | 0.0075 | |
| STEMCategory=MTL Backbones2026.05 | 78.03 | — | 0.0075 | |
| MMOECategory=MTL Backbones2026.05 | 77.92 | — | 0.0074 | |
| AITMCategory=Transfer Models2026.05 | 77.77 | — | 0.0074 | |
| PLECategory=MTL Backbones2026.05 | 77.69 | — | 0.0075 | |
| Single task LearningLearning Paradigm=Single Task Learning2026.05 | 77.23 | — | 0.0076 | |
| ESMMCategory=Transfer Models2026.05 | 77.1 | — | 0.0074 | |
| xDeepFMMFLOPs=6.81, MParams=51.62025.12 | 77.04 | 0.0079 | — | |
| AFN+MFLOPs=10.96, MParams=79.62025.12 | 77.03 | 0.0074 | — | |
| BSTMFLOPs=326.1, MParams=40.632025.12 | 76.64 | 0.0076 | — | |
| Shared-BottomCategory=MTL Backbones2026.05 | 76.58 | — | 0.0076 | |
| FinalMLPMFLOPs=12.22, MParams=571.42025.12 | 76.27 | 0.008 | — | |
| APG (DeepFM)MFLOPs=11.74, MParams=52.42025.12 | 74.64 | 0.008 | — | |
| MaskNetMFLOPs=4.299, MParams=39.632025.12 | 71.43 | 0.0077 | — | |
| DLRMMFLOPs=1.996, MParams=39.242025.12 | 67.43 | 0.0081 | — |