Point Cloud Upsampling
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.082CD
39
Feb 26, 2026
1.13EMD
32
Feb 27, 2026
0.176CD
20
Feb 26, 2026
0.199CD
20
Feb 26, 2026
0.618Chamfer Distance (CD)
18
Feb 26, 2026
1.8Size (Mb)
14
Feb 26, 2026
0.106CD
10
Feb 26, 2026
0.886CD (x10^-4)
10
Feb 26, 2026
0.529CD
9
Feb 26, 2026
0.21CD
9
Feb 26, 2026
1.31CD
9
Feb 26, 2026
0.998Chamfer Distance (CD)
9
Feb 26, 2026
0.131CD
9
Feb 26, 2026
0.899Chamfer Distance
7
Feb 26, 2026
1.56NUC (p=0.2%)
7
Feb 27, 2026
1.72NUC (p=0.2%)
7
Feb 27, 2026
2.72NUC (p=0.2%)
6
Feb 27, 2026
1.83NUC (p=0.2%)
6
Feb 27, 2026
0.577DCD
6
Feb 26, 2026
0.492DCD
6
Feb 26, 2026
0.219NUC (p=0.2%)
5
Feb 26, 2026
0.269CD
4
Feb 26, 2026
0.199CD
4
Feb 26, 2026
0.648DCD
2
Feb 26, 2026
0.613DCD
2
Feb 26, 2026