Metric: LogLoss (lower is better)
| # | Model↕ | LogLoss▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | OptInter | 0.3637 | No | Memorize, Factorize, or be Naïve: Learning Optim... | 2021-08-03 | Code |
| 2 | OptInter-M | 0.3638 | No | Memorize, Factorize, or be Naïve: Learning Optim... | 2021-08-03 | Code |
| 3 | CELS | 0.3678 | No | - | - | Code |
| 4 | FCN | 0.3695 | No | FCN: Fusing Exponential and Linear Cross Network... | 2024-07-18 | Code |
| 5 | OptFS | 0.3709 | No | Optimizing Feature Set for Click-Through Rate Pr... | 2023-01-26 | Code |
| 6 | OptEmbed | 0.374 | No | OptEmbed: Learning Optimal Embedding Table for C... | 2022-08-09 | Code |
| 7 | FGCNN+IPNN | 0.3746 | No | Feature Generation by Convolutional Neural Netwo... | 2019-04-09 | Code |
| 8 | Sparse Deep FwFM | 0.3748 | No | DeepLight: Deep Lightweight Feature Interactions... | 2020-02-17 | Code |
| 9 | AutoInt | 0.3823 | No | AutoInt: Automatic Feature Interaction Learning ... | 2018-10-29 | Code |
| 10 | Fi-GNN | 0.3825 | No | Fi-GNN: Modeling Feature Interactions via Graph ... | 2019-10-12 | Code |