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Benchmarks
Point cloud to implicit shape reconstruction on CommonObject3D (test)
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0.046
Teddy Bear d_G+ Error
Frame Averaging
-0.15656
1.21072
2.578
3.94528
Dec 3, 2021
Teddy Bear d_G+ Error
Teddy Bear Chamfer Distance
Bottle d_G+ Error
Bottle Chamfer Distance
Suitcase d_G+ Error
Suitcase Chamfer Distance
Banana d_G+ Error
Banana Chamfer Distance
Updated 4d ago
Evaluation Results
Method
Method
Links
Teddy Bear d_G+ Error
Teddy Bear Chamfer Distance
Bottle d_G+ Error
Bottle Chamfer Distance
Suitcase d_G+ Error
Suitcase Chamfer Distance
Banana d_G+ Error
Banana Chamfer Distance
Frame Averaging
Backbone=VAE
2021.12
0.046
0.451
0.226
0.129
0.079
0.086
0.118
0.074
VN
2021.12
0.047
0.421
0.638
0.334
0.348
0.218
0.157
0.087
VAE
2021.12
5.11
2.611
0.419
0.225
0.619
0.341
0.309
0.177
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