Pedestrian Detection on MultiviewX
96.5MODATrackTacular
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| TrackTacularLifting Method=Bilin. Sampl.2024.03 | 96.5 | 75 | 99.4 | 97.1 | |
| TrackTacularLifting Method=Depth Splat.2024.03 | 96.1 | 90.4 | 99 | 97.1 | |
| TrackTacularLifting Method=Persp. Proj.2024.03 | 95.9 | 89.2 | 99.5 | 96.4 | |
| MVTTArchitecture=Two-Stage2023.10 | 95 | 92.8 | 99.4 | 95.6 | |
| MVTTLifting Method=Persp.+RoI2024.03 | 95 | 92.8 | 99.4 | 95.6 | |
| TrackTacularLifting Method=Deform. Attn.2024.03 | 94.4 | 73.1 | 98.6 | 95.8 | |
| EarlyBirdArchitecture=One-Stage2023.10 | 94.2 | 90.1 | 98.6 | 95.7 | |
| EarlyBirdLifting Method=Persp. Proj.2024.03 | 94.2 | 90.1 | 98.6 | 95.7 | |
| MVDeTrArchitecture=One-Stage2023.10 | 93.7 | 91.3 | 99.5 | 94.2 | |
| MVDeTrLifting Method=Persp. Proj.2024.03 | 93.7 | 91.3 | 99.5 | 94.2 | |
| 3DROMArchitecture=One-Stage, Data augmentation=without additional data augmentations2023.10 | 90 | 83.7 | 97.5 | 92.4 | |
| 3DROMLifting Method=Persp. Proj., Data Augmentation=none2024.03 | 90 | 83.7 | 97.5 | 92.4 | |
| SHOTArchitecture=One-Stage2023.10 | 88.3 | 82 | 96.6 | 91.5 | |
| SHOTLifting Method=Persp. Proj.2024.03 | 88.3 | 82 | 96.6 | 91.5 | |
| MVDetArchitecture=One-Stage2023.10 | 83.9 | 79.6 | 96.8 | 86.7 | |
| MVDetLifting Method=Persp. Proj.2024.03 | 83.9 | 79.6 | 96.8 | 86.7 | |
| Deep-OcclusionArchitecture=Two-Stage2023.10 | 75.2 | 54.7 | 97.8 | 80.2 | |
| Deep-OcclusionLifting Method=Learned2024.03 | 75.2 | 54.7 | 97.8 | 80.2 | |
| DeepMCDArchitecture=Two-Stage2023.10 | 70 | 73 | 85.7 | 83.3 | |
| DeepMCDLifting Method=Learned2024.03 | 70 | 73 | 85.7 | 83.3 | |
| RCNN & ClusterArchitecture=Two-Stage2023.10 | 18.7 | 46.4 | 63.5 | 43.9 |