IoU: 89.5Chamfer Distance: 0.42
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3D Reconstruction
3D Reconstruction is the task of creating a 3D model or representation of an object or scene from 2D images or other data sources. The goal of 3D reconstruction is to create a virtual representation of an object or scene that can be used for a variety of purposes, such as visualization, animation, simulation, and analysis. It can be used in fields such as computer vision, robotics, and virtual reality.
Image: Gwak et al
논문
Accuracy: 5.7Completeness: 87.7Precision: 82.2Recall: 10.6
3DIoU: 0.560
Average Accuracy: 10.29%
3DIoU: 0.640
IoU: 65.43
L1: 21.13DIoU: 89.4Chamfer Distance: 37.2
Acc: 0.351Overall: 0.315Comp: 0.278
IoU: 91.2Chamfer Distance: 0.28
Acc: 0.330Overall: 0.295Comp: 0.260
Acc: 0.312Overall: 0.303Comp: 0.293
Acc: 0.331Overall: 0.295Comp: 0.259
Acc: 0.347Overall: 0.287Comp: 0.227
A3DP: 20.21
IoU: 92.8Chamfer Distance: 0.29
IoU: 73.8F-Score@1%: 0.497
Acc: 0.326Overall: 0.297Comp: 0.268
Acc: 0.327Overall: 0.289Comp: 0.251
Acc: 0.3090Overall: 0.2805Comp: 0.2521
3DIoU: 0.596
IoU: 92.6Chamfer Distance: 0.3
3DIoU: 0.642
Average Accuracy: 31.68%
IoU: 61Chamfer: 10Normal Consistency: 82.1P2S: 16.2
Acc: 0.321Overall: 0.305Comp: 0.289
1-of-100 Accuracy: cosine loss
Acc: 0.329Overall: 0.291Comp: 0.253