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Benchmarks
Mesh Reconstruction on ShapeNet150
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91.7
gIoU
NGLOD
77.868
81.459
85.05
88.641
Jan 26, 2021
gIoU
Chamfer Distance L1
Updated 1mo ago
Evaluation Results
Method
Method
Links
gIoU
Chamfer Distance L1
NGLOD
LOD=5, Storage (KB)=13...
2021.01
91.7
0.062
NGLOD
LOD=4, Storage (KB)=39...
2021.01
91.6
0.069
NGLOD
LOD=3, Storage (KB)=16...
2021.01
90.4
0.112
FFN
Storage (KB)=2059, # I...
2021.01
88.5
0.077
NGLOD
LOD=2, Storage (KB)=11...
2021.01
88.3
0.198
DeepSDF
Storage (KB)=7186, # I...
2021.01
86.9
0.316
NGLOD
LOD=1, Storage (KB)=96...
2021.01
84.6
0.343
Neural Implicits
Storage (KB)=30, # Inf...
2021.01
82.2
0.5
SIREN
Storage (KB)=1033, # I...
2021.01
78.4
0.381
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