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Point Clouds

Benchmarks

Task NameDataset NameSOTA ResultTrend
Normal EstimationPoint clouds 100k points (test)
Params (M)1.92
6
3D Full Skeletonizationpoint clouds Clean
Chamfer Distance0.0102
5
Partial Shape MatchingPoint Clouds cut (test)
Mean Geodesic Error0.072
2
Partial Shape MatchingPoint Clouds hole (test)
Mean Geodesic Error0.07
2
Partial Shape MatchingPoint Clouds half (test)
Mean Geodesic Error0.1
2
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