PCNet
Benchmarks
TaskDatasetSOTA resultTrendResults
PCNet (test)
0.877CD
42
PCNet synthetic (test)
0.877CD
42
PCNet Dense 50K
0.883CD
36
PCNet synthetic
0.578CD
36
PCNet 10K Sparse Laplace noise (synthetic)
3.156CD
18
PCNet Sparse 10K
2.639CD
18
PCNet 50K points, 3% Gaussian noise
18.2Chamfer Distance
15
PCNet 50K points, 2% Gaussian noise
11.2Chamfer Distance (CD)
15
PCNet 50K points 1% Gaussian noise
7.9Chamfer Distance (CD)
15
PCNet 10K points, 3% Gaussian noise
49.2Chamfer Distance (CD)
15
PCNet 10K points, 2% Gaussian noise
39.7Chamfer Distance (CD)
15
PCNet 10K points, 1% Gaussian noise
26.2Chamfer Distance (CD)
15