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Benchmarks
Single-view reconstruction on RenderPeople (test)
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0.107
Normal Error
PIFuHD with normals
0.10276
0.13138
0.16
0.18862
Apr 1, 2020
Normal Error
P2S Distance
Chamfer Distance
Updated 1mo ago
Evaluation Results
Method
Method
Links
Normal Error
P2S Distance
Chamfer Distance
PIFuHD with normals
use_normals=true
2020.04
0.107
1.37
1.43
Single PIFu
2020.04
0.109
1.45
1.47
PIFuHD (ML-PIFu, alternate)
training_mode=alternate
2020.04
0.111
1.41
1.44
PIFuHD (ML-PIFu, end-to-end)
training_mode=end-to-end
2020.04
0.117
1.66
1.55
PIFuHD (Fine module + Global image feature)
configuration=Ablation...
2020.04
0.165
2.92
2.13
PIFuHD (Fine module only)
configuration=Ablation...
2020.04
0.213
4.15
2.77
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