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Benchmarks
Scene-level 3D Reconstruction on Synthetic Room Dataset 10K points with noise
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0.35
Chamfer-L1
ALTO
0.2748
0.7824
1.29
1.7976
Dec 8, 2022
Chamfer-L1
IoU
NC
F-score
Updated 4d ago
Evaluation Results
Method
Method
Links
Chamfer-L1
IoU
NC
F-score
ALTO
Input points=10K, Nois...
2022.12
0.35
91.4
92.1
98.1
POCO
Input points=10K, Nois...
2022.12
0.36
88.4
91.9
98
ConvONet
Input points=10K, Nois...
2022.12
0.42
84.9
91.5
96.4
DP-ConvONet
Input points=10K, Nois...
2022.12
0.42
80
91.2
96
SPSR trimmed
Input points=10K, Nois...
2022.12
0.69
-
89
89.2
ONet
Input points=10K, Nois...
2022.12
2.03
47.5
78.3
54.1
SPSR
Input points=10K, Nois...
2022.12
2.23
-
86.6
81
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