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DeepFashion3D

Benchmarks

Task NameDataset NameSOTA ResultTrend
Surface ReconstructionDeepFashion3D (test)
Average Runtime (min)0.07
7
Surface ReconstructionDeepFashion3D 53 (test)
LS-CO Score1.92
7
3D ReconstructionDeepFashion3D NeuralUDF (test)
Chamfer Distance (LS-C0)1.92
6
3D ReconstructionDeepFashion3D DF3D#Ours (test)
Chamfer Distance #14.39
6
Surface ReconstructionDeepFashion3D Outliers (test)
Chamfer Distance (CD)0.559
5
Surface ReconstructionDeepFashion3D Noise (test)
CD0.614
5
Surface ReconstructionDeepFashion3D Clean (test)
CD0.506
5
Shape GenerationDeepFashion3D (test)
COV CD69.62
5
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