3D Multi-Object Tracking on WILDTRACK ground plane
78.4IDF1Deep-Occlusion + KSP + ptrack
Evaluation results
| Method | Links | |||||||||||||
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Deep-Occlusion + KSP + ptrackDetector=Deep-Occlusion, Tracker=KSP + ptrack2020.01 | 78.4 | 84.4 | 73.1 | 72 | 74 | 25 | 2,007 | 5,830 | 103 | 95 | 72.2 | 60.3 | 0.75 | |
| Faster-RCNN(VGG16) + MV-GLMB-OCDetector=Faster-RCNN (VGG16), Tracker=MV-GLMB-OC2020.01 | 76.5 | 84.5 | 70 | 119 | 118 | 47 | 545 | 1,621 | 104 | 81 | 65.3 | 71.9 | 0.72 | |
| Faster-RCNN(VGG16) + MS-GLMBDetector=Faster-RCNN (VGG16), Tracker=MS-GLMB2020.01 | 75.5 | 76.8 | 74.3 | 98 | 104 | 82 | 1,114 | 1,716 | 179 | 116 | 61.5 | 65.8 | 0.88 | |
| YOLOv3 + MV-GLMB-OCDetector=YOLOv3, Tracker=MV-GLMB-OC2020.01 | 74.3 | 85 | 75.9 | 136 | 111 | 37 | 424 | 1,333 | 104 | 86 | 69.7 | 73.2 | 0.69 | |
| YOLOv3 + MS-GLMBDetector=YOLOv3, Tracker=MS-GLMB2020.01 | 74.2 | 79 | 69.9 | 116 | 85 | 83 | 841 | 1,951 | 139 | 105 | 61.9 | 68.3 | 0.81 | |
| Deep-Occlusion + GLMBDetector=Deep-Occlusion, Tracker=GLMB2020.01 | 72.5 | 82.7 | 72.2 | 160 | 86 | 39 | 960 | 990 | 107 | 64 | 70.1 | 63.1 | 0.73 |