Metric: MAE (lower is better)
| # | Model↕ | MAE▲ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FaRL+MLP | 3.12 | Yes | A Call to Reflect on Evaluation Practices for Ag... | 2023-07-10 | Code |
| 2 | ResNet-50-Cross-Entropy | 3.14 | Yes | A Call to Reflect on Evaluation Practices for Ag... | 2023-07-10 | Code |
| 3 | ResNet-50-DLDL | 3.14 | Yes | A Call to Reflect on Evaluation Practices for Ag... | 2023-07-10 | Code |
| 4 | ResNet-50-SORD | 3.14 | Yes | A Call to Reflect on Evaluation Practices for Ag... | 2023-07-10 | Code |
| 5 | ResNet-50-DLDL-v2 | 3.15 | Yes | A Call to Reflect on Evaluation Practices for Ag... | 2023-07-10 | Code |
| 6 | ResNet-50-OR-CNN | 3.16 | Yes | A Call to Reflect on Evaluation Practices for Ag... | 2023-07-10 | Code |
| 7 | ResNet-50-Mean-Variance | 3.16 | Yes | A Call to Reflect on Evaluation Practices for Ag... | 2023-07-10 | Code |
| 8 | ResNet-50-Regression | 3.17 | Yes | A Call to Reflect on Evaluation Practices for Ag... | 2023-07-10 | Code |
| 9 | ResNet-50-Unimodal-Concentrated | 3.2 | Yes | A Call to Reflect on Evaluation Practices for Ag... | 2023-07-10 | Code |
| 10 | CORAL | 3.48 | No | Rank consistent ordinal regression for neural ne... | 2019-01-20 | Code |