Crowd Counting 벤치마크
Crowd Counting on DLR-ACD
F1-score
- 2019-09-27 — MRCNet (ours): F1-score 0.49
| Rank | Model | F1-score | MAE | MNAE | Precision | RMSE | Recall | Paper | Code | Year |
|---|---|---|---|---|---|---|---|---|---|---|
| 1 | MRCNet (ours) | 0.49 | 906 | 0.21 | 0.51 | 1307.4 | 0.48 | MRCNet: Crowd Counting and Density Map Estimation in Aerial and Ground Imagery | gpspelle/Crowd-Counting | 2019 |
| 2 | ic-CNN | 0.46 | 1481.3 | 0.72 | 0.44 | 2087 | 0.52 | MRCNet: Crowd Counting and Density Map Estimation in Aerial and Ground Imagery | gpspelle/Crowd-Counting | 2019 |
| 3 | Liu et al | 0.44 | 833.3 | 0.25 | 45 | 1085.9 | 0.44 | MRCNet: Crowd Counting and Density Map Estimation in Aerial and Ground Imagery | gpspelle/Crowd-Counting | 2019 |
| 4 | MCNN | 0.39 | 1989.7 | 0.87 | 0.43 | 3016.3 | 0.41 | MRCNet: Crowd Counting and Density Map Estimation in Aerial and Ground Imagery | gpspelle/Crowd-Counting | 2019 |
| 5 | CSRNet | 0.24 | 3388.8 | 0.71 | 0.2 | 4456.5 | 0.33 | MRCNet: Crowd Counting and Density Map Estimation in Aerial and Ground Imagery | gpspelle/Crowd-Counting | 2019 |