Metric: Partial MR^-2 (higher is better)
| # | Model↕ | Partial MR^-2▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | TLL | 17.2 | No | Small-scale Pedestrian Detection Based on Somati... | 2018-07-04 | - |
| 2 | RepLoss | 16.8 | No | Repulsion Loss: Detecting Pedestrians in a Crowd | 2017-11-21 | Code |
| 3 | TLL+MRF | 15.9 | No | Small-scale Pedestrian Detection Based on Somati... | 2018-07-04 | - |
| 4 | OR-CNN | 15.3 | No | Occlusion-aware R-CNN: Detecting Pedestrians in ... | 2018-07-23 | - |
| 5 | ALFNet | 11.4 | No | - | - | Code |
| 6 | NOH-NMS | 11.2 | No | NOH-NMS: Improving Pedestrian Detection by Nearb... | 2020-07-27 | Code |
| 7 | CSP (with offset) + ResNet-50 | 10.4 | No | Center and Scale Prediction: Anchor-free Approac... | 2019-04-05 | Code |
| 8 | Beta R-CNN | 10.3 | No | Beta R-CNN: Looking into Pedestrian Detection fr... | 2022-10-23 | - |
| 9 | VLPD | 8.8 | No | VLPD: Context-Aware Pedestrian Detection via Vis... | 2023-04-06 | Code |
| 10 | ACSP | 8.7 | No | Adapted Center and Scale Prediction: More Stable... | 2020-02-20 | Code |
| 11 | ACSP + EuroCity Persons | 6.9 | Yes | Adapted Center and Scale Prediction: More Stable... | 2020-02-20 | Code |
| 12 | Pedestron | 5.7 | Yes | Generalizable Pedestrian Detection: The Elephant... | 2020-03-19 | Code |