Click-Through Rate Prediction on ICM 500
85.473AUCLPFS
Evaluation results
| Method | Links | ||
|---|---|---|---|
| LPFSBase Model=DeepFM2024.10 | 85.473 | 0.2206 | |
| PDQUBO_hybridBase Model=DeepFM2024.10 | 85.456 | 0.2204 | |
| CQFSBase Model=DeepFM2024.10 | 85.366 | 0.2206 | |
| PDQUBO_IndivBase Model=DeepFM2024.10 | 85.353 | 0.2206 | |
| MIQUBOBase Model=DeepFM2024.10 | 85.351 | 0.2205 | |
| PDQUBO_SABase Model=DeepFM2024.10 | 85.317 | 0.2206 | |
| LassoBase Model=DeepFM2024.10 | 85.228 | 0.2209 | |
| SFSBase Model=DeepFM2024.10 | 85.212 | 0.2225 | |
| SHARKBase Model=DeepFM2024.10 | 85.031 | 0.2213 | |
| LPFSBase Model=FiBiNET2024.10 | 84.883 | 0.2227 | |
| PermutationBase Model=DeepFM2024.10 | 84.874 | 0.2216 | |
| PDQUBO_hybridBase Model=FiBiNET2024.10 | 84.864 | 0.2227 | |
| GBDTBase Model=DeepFM2024.10 | 84.839 | 0.2217 | |
| no_selectionBase Model=DeepFM2024.10 | 84.828 | 0.2218 | |
| AutoFieldBase Model=DeepFM2024.10 | 84.806 | 0.2217 | |
| PDQUBO_SABase Model=FiBiNET2024.10 | 84.771 | 0.2232 | |
| PDQUBO_IndivBase Model=FiBiNET2024.10 | 84.744 | 0.2232 | |
| CoQUBOBase Model=DeepFM2024.10 | 84.694 | 0.2245 | |
| GBDTBase Model=FiBiNET2024.10 | 84.659 | 0.2233 | |
| QUBO-BoostingBase Model=DeepFM2024.10 | 84.657 | 0.2219 | |
| AutoFieldBase Model=FiBiNET2024.10 | 84.584 | 0.2232 | |
| SHARKBase Model=FiBiNET2024.10 | 84.542 | 0.2237 | |
| LassoBase Model=FiBiNET2024.10 | 84.503 | 0.2239 | |
| SFSBase Model=FiBiNET2024.10 | 84.456 | 0.2234 | |
| MIQUBOBase Model=FiBiNET2024.10 | 84.364 | 0.2244 | |
| QUBO-BoostingBase Model=FiBiNET2024.10 | 84.306 | 0.2245 | |
| PermutationBase Model=FiBiNET2024.10 | 84.22 | 0.2245 | |
| CoQUBOBase Model=FiBiNET2024.10 | 84.028 | 0.2265 | |
| no_selectionBase Model=FiBiNET2024.10 | 83.731 | 0.2256 | |
| CQFSBase Model=FiBiNET2024.10 | 22.056 | 0.2247 |