Pedestrian Detection on Wildtrack
94.1MODAMVTT
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| MVTTArchitecture=Two-Stage2023.10 | 94.1 | 81.3 | 97.6 | 96.5 | |
| MVTTLifting Method=Persp.+RoI2024.03 | 94.1 | 81.3 | 97.6 | 96.5 | |
| TrackTacularLifting Method=Depth Splat.2024.03 | 93.2 | 77.5 | 97.3 | 95.8 | |
| TrackTacularLifting Method=Bilin. Sampl.2024.03 | 92.1 | 76.2 | 97 | 95.1 | |
| TrackTacularLifting Method=Persp. Proj.2024.03 | 91.8 | 79.8 | 96.2 | 95.6 | |
| MVDeTrArchitecture=One-Stage2023.10 | 91.5 | 82.1 | 97.4 | 94 | |
| MVDeTrLifting Method=Persp. Proj.2024.03 | 91.5 | 82.1 | 97.4 | 94 | |
| 3DROMArchitecture=One-Stage, Data augmentation=without additional data augmentations2023.10 | 91.2 | 76.9 | 95.9 | 95.3 | |
| EarlyBirdArchitecture=One-Stage2023.10 | 91.2 | 81.8 | 94.9 | 96.3 | |
| 3DROMLifting Method=Persp. Proj., Data Augmentation=none2024.03 | 91.2 | 76.9 | 95.9 | 95.3 | |
| EarlyBirdLifting Method=Persp. Proj.2024.03 | 91.2 | 81.8 | 94.9 | 96.3 | |
| SHOTArchitecture=One-Stage2023.10 | 90.2 | 76.5 | 96.1 | 94 | |
| SHOTLifting Method=Persp. Proj.2024.03 | 90.2 | 76.5 | 96.1 | 94 | |
| MVDetArchitecture=One-Stage2023.10 | 88.2 | 75.7 | 94.7 | 93.6 | |
| MVDetLifting Method=Persp. Proj.2024.03 | 88.2 | 75.7 | 94.7 | 93.6 | |
| TrackTacularLifting Method=Deform. Attn.2024.03 | 78.4 | 73.1 | 93.8 | 84 | |
| Deep-OcclusionArchitecture=Two-Stage2023.10 | 74.1 | 53.8 | 95 | 80 | |
| Deep-OcclusionLifting Method=Learned2024.03 | 74.1 | 53.8 | 95 | 80 | |
| DeepMCDArchitecture=Two-Stage2023.10 | 67.8 | 64.2 | 85 | 82 | |
| DeepMCDLifting Method=Learned2024.03 | 67.8 | 64.2 | 85 | 83 | |
| RCNN & ClusterArchitecture=Two-Stage2023.10 | 11.3 | 18.4 | 68 | 43 |