Click-Through Rate Prediction on Criteo
77.197AUCPDQUBO_hybrid
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PDQUBO_hybridBase Model=FiBiNET2024.10 | 77.197 | 0.4756 | |
| PermutationBase Model=FiBiNET2024.10 | 77.186 | 0.476 | |
| PDQUBO_SABase Model=FiBiNET2024.10 | 77.157 | 0.4758 | |
| LPFSBase Model=FiBiNET2024.10 | 77.146 | 0.4758 | |
| AutoFieldBase Model=FiBiNET2024.10 | 77.141 | 0.4759 | |
| GBDTBase Model=FiBiNET2024.10 | 77.134 | 0.4761 | |
| SFSBase Model=FiBiNET2024.10 | 77.099 | 0.4762 | |
| SHARKBase Model=FiBiNET2024.10 | 77.099 | 0.4762 | |
| CoQUBOBase Model=FiBiNET2024.10 | 77.06 | 0.4767 | |
| PDQUBO_IndivBase Model=FiBiNET2024.10 | 77.06 | 0.4767 | |
| CQFSBase Model=FiBiNET2024.10 | 77.055 | 0.4765 | |
| MIQUBOBase Model=FiBiNET2024.10 | 77.021 | 0.477 | |
| no_selectionBase Model=FiBiNET2024.10 | 77.003 | 0.477 | |
| LassoBase Model=FiBiNET2024.10 | 76.972 | 0.4773 | |
| QUBO-BoostingBase Model=FiBiNET2024.10 | 76.906 | 0.4779 | |
| PDQUBO_hybridBase Model=DeepFM2024.10 | 76.857 | 0.4777 | |
| PermutationBase Model=DeepFM2024.10 | 76.855 | 0.4782 | |
| SFSBase Model=DeepFM2024.10 | 76.852 | 0.4779 | |
| AutoFieldBase Model=DeepFM2024.10 | 76.831 | 0.4782 | |
| SHARKBase Model=DeepFM2024.10 | 76.826 | 0.4779 | |
| PDQUBO_IndivBase Model=DeepFM2024.10 | 76.824 | 0.478 | |
| PDQUBO_SABase Model=DeepFM2024.10 | 76.82 | 0.4782 | |
| LPFSBase Model=DeepFM2024.10 | 76.814 | 0.4782 | |
| GBDTBase Model=DeepFM2024.10 | 76.806 | 0.4784 | |
| no_selectionBase Model=DeepFM2024.10 | 76.796 | 0.4782 | |
| QUBO-BoostingBase Model=DeepFM2024.10 | 76.77 | 0.4789 | |
| LassoBase Model=DeepFM2024.10 | 76.764 | 0.4787 | |
| CoQUBOBase Model=DeepFM2024.10 | 76.703 | 0.4789 | |
| MIQUBOBase Model=DeepFM2024.10 | 76.632 | 0.4795 | |
| CQFSBase Model=DeepFM2024.10 | 76.615 | 0.4795 | |
| HeteGenCTR2026.05 | 0.8048 | 0.4445 | |
| SGCTR2026.05 | 0.8031 | 0.4455 | |
| DGenCTR2026.05 | 0.8024 | 0.4459 | |
| GenCTR2026.05 | 0.8003 | 0.4472 | |
| HSTU2026.05 | 0.7993 | 0.4483 | |
| PEPNet2026.05 | 0.7981 | 0.4498 | |
| MaskNet2026.05 | 0.7882 | 0.4644 | |
| FiBiNet2026.05 | 0.7732 | 0.4691 | |
| DCN2026.05 | 0.7703 | 0.4703 | |
| AutoInt2026.05 | 0.7695 | 0.471 | |
| DeepFM2026.05 | 0.7692 | 0.4713 | |
| SyncMulti2026.06 | 0.722 | — | |
| ASADPRECThroughput=89, Speedup=1.172026.06 | 0.717 | — | |
| SyncSingle2026.06 | 0.715 | — |