Metric: Small MR^-2 (higher is better)
| # | Model↕ | Small MR^-2▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | FRCNN | 25.6 | No | CityPersons: A Diverse Dataset for Pedestrian De... | 2017-02-19 | Code |
| 2 | FRCNN+Seg | 22.6 | No | CityPersons: A Diverse Dataset for Pedestrian De... | 2017-02-19 | Code |
| 3 | ALFNet | 19 | No | - | - | Code |
| 4 | CSP (with offset) + ResNet-50 | 16 | No | Center and Scale Prediction: Anchor-free Approac... | 2019-04-05 | Code |
| 5 | F2DNet | 11.3 | No | F2DNet: Fast Focal Detection Network for Pedestr... | 2022-03-04 | Code |
| 6 | VLPD | 10.9 | No | VLPD: Context-Aware Pedestrian Detection via Vis... | 2023-04-06 | Code |
| 7 | F2DNet (extra data) | 9.43 | Yes | F2DNet: Fast Focal Detection Network for Pedestr... | 2022-03-04 | Code |
| 8 | LSFM | 8.8 | No | - | - | - |
| 9 | Pedestron | 8 | Yes | Generalizable Pedestrian Detection: The Elephant... | 2020-03-19 | Code |
| 10 | LSFM (Additional Data) | 7.9 | Yes | - | - | - |
| 11 | DIW Loss | 7.36 | Yes | - | - | - |