Pix3D
Benchmarks
TaskDatasetSOTA resultTrendResults
Pix3D
0.53Chamfer Distance
24
Pix3D (test)
0.521IoU
16
Pix3D chair
0.119CD
14
Pix3D
89.1Accuracy (π/6)
12
Pix3D
0.065CD
11
Pix3D
0.99FS@1
10
Pix3D (test)
62.14F-Score
9
Pix3D Chairs
0.324IoU
9
Pix3D 41 (test)
34.6Top-1 Accuracy (Instance)
8
Pix3D
80.7Top-1 Instance Accuracy
8
Pix3D
76Accuracy
8
Pix3D Table
186.46CD
6
Pix3D Sofa
44.5CD
6
Pix3D
98Accuracy (bed)
6
Pix3D
28.8IoU
6
Pix3D
87Accuracy
6
Pix3D (L3)
52.66Bed Retrieval Score
5
Pix3D (L2)
57.45Accuracy (Bed)
5
Pix3D (L1)
61.7Retrieval Score (Bed)
5
Pix3D (L0)
63.83Bed Accuracy
5
Pix3D (L3)
93.81Accuracy
5
Pix3D (L2)
97.61Accuracy
5
Pix3D (L1)
98.01Accuracy
5
Pix3D (L0)
98.95Accuracy
5
Pix3D (test)
80.5Normal Consistency (NC)
5