Click-Through Rate Prediction on Avazu
0.3693LoglossFCN_sp
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| FCN_spLoss=Tri-BCE2024.07 | 0.3693 | 79.72 | |
| FCN_p2024.07 | 0.3697 | 79.66 | |
| ECN2024.07 | 0.3698 | 79.68 | |
| MaskNet2024.07 | 0.3711 | 79.43 | |
| PNN2024.07 | 0.3712 | 79.44 | |
| FINAL2024.07 | 0.3712 | 79.41 | |
| EDCN2024.07 | 0.3716 | 79.35 | |
| xDeepFM2024.07 | 0.3718 | 79.33 | |
| DCNv22024.07 | 0.3718 | 79.31 | |
| FinalMLP2024.07 | 0.3718 | 79.35 | |
| DeepFM2024.07 | 0.3719 | 79.3 | |
| DCNv12024.07 | 0.3719 | 79.31 | |
| Wide & Deep2024.07 | 0.372 | 79.29 | |
| DLF2024.07 | 0.372 | 79.31 | |
| DNN2024.07 | 0.3721 | 79.27 | |
| EulerNet2024.07 | 0.3723 | 79.22 | |
| RFM2024.07 | 0.3723 | 79.24 | |
| AFN*DNN integrated=true2024.07 | 0.3726 | 79.29 | |
| AutoInt*DNN integrated=true2024.07 | 0.3746 | 79.02 | |
| PDQUBO_SABase Model=DeepFM2024.10 | 0.4005 | 74.333 | |
| PDQUBO_hybridBase Model=DeepFM2024.10 | 0.4005 | 74.333 | |
| PermutationBase Model=DeepFM2024.10 | 0.4006 | 74.355 | |
| SHARKBase Model=DeepFM2024.10 | 0.4006 | 74.318 | |
| PDQUBO_IndivBase Model=DeepFM2024.10 | 0.4006 | 74.318 | |
| SFSBase Model=DeepFM2024.10 | 0.4008 | 74.296 | |
| AutoFieldBase Model=DeepFM2024.10 | 0.4008 | 74.318 | |
| MIQUBOBase Model=DeepFM2024.10 | 0.4008 | 74.318 | |
| QUBO-BoostingBase Model=DeepFM2024.10 | 0.4009 | 74.266 | |
| CoQUBOBase Model=DeepFM2024.10 | 0.4009 | 74.254 | |
| LassoBase Model=DeepFM2024.10 | 0.4009 | 74.252 | |
| GBDTBase Model=DeepFM2024.10 | 0.401 | 74.284 | |
| LPFSBase Model=DeepFM2024.10 | 0.401 | 74.267 | |
| no_selectionBase Model=DeepFM2024.10 | 0.4011 | 74.294 | |
| CQFSBase Model=DeepFM2024.10 | 0.4011 | 74.294 | |
| PDQUBO_IndivBase Model=FiBiNET2024.10 | 0.4013 | 74.217 | |
| PDQUBO_SABase Model=FiBiNET2024.10 | 0.4013 | 74.217 | |
| PDQUBO_hybridBase Model=FiBiNET2024.10 | 0.4013 | 74.217 | |
| PermutationBase Model=FiBiNET2024.10 | 0.4014 | 74.209 | |
| SHARKBase Model=FiBiNET2024.10 | 0.4015 | 74.193 | |
| MIQUBOBase Model=FiBiNET2024.10 | 0.4015 | 74.193 | |
| no_selectionBase Model=FiBiNET2024.10 | 0.4015 | 74.169 | |
| CoQUBOBase Model=FiBiNET2024.10 | 0.4015 | 74.169 | |
| CQFSBase Model=FiBiNET2024.10 | 0.4015 | 74.185 | |
| GBDTBase Model=FiBiNET2024.10 | 0.4016 | 74.161 | |
| AutoFieldBase Model=FiBiNET2024.10 | 0.4016 | 74.161 | |
| SFSBase Model=FiBiNET2024.10 | 0.4016 | 74.161 | |
| LPFSBase Model=FiBiNET2024.10 | 0.4016 | 74.159 | |
| QUBO-BoostingBase Model=FiBiNET2024.10 | 0.4017 | 74.191 | |
| LassoBase Model=FiBiNET2024.10 | 0.4018 | 74.114 | |
| HeteGenCTR2026.05 | 0.4373 | 79.62 | |
| SGCTR2026.05 | 0.4378 | 79.53 | |
| DGenCTR2026.05 | 0.4383 | 79.47 | |
| GenCTR2026.05 | 0.4391 | 79.31 | |
| PEPNet2026.05 | 0.4402 | 79.44 | |
| HSTU2026.05 | 0.4403 | 79.02 | |
| MaskNet2026.05 | 0.4415 | 78.13 | |
| FiBiNet2026.05 | 0.4456 | 77.59 | |
| DCN2026.05 | 0.4458 | 77.62 | |
| DeepFM2026.05 | 0.4469 | 77.56 | |
| AutoInt2026.05 | 0.4473 | 77.48 |