Point Cloud Reconstruction
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
0.155Chamfer Distance (CD)
8
Mar 16, 2026
0.508Accuracy
8
Mar 5, 2026
4.3RMS CD (cm)
8
Jul 7, 2026
97Coverage Ratio (CR)
7
May 18, 2026
97Coverage Rate (CR)
7
May 18, 2026
96Coverage Rate (CR)
7
May 18, 2026
97Coverage Ratio (CR)
7
May 18, 2026
0.003Chamfer Distance
7
Apr 6, 2026
0.087CD
7
Mar 16, 2026
4.68Chamfer Distance
6
Jul 2, 2026
27.362Chamfer Distance
6
Jul 2, 2026
0.425CD
6
Jun 18, 2026
0.439Chamfer Distance (CD)
6
Jun 18, 2026
0.329CD
6
Feb 26, 2026
0.11RMSEz
6
Feb 26, 2026
0.146RMSEz
6
Feb 26, 2026
0.11RMSEz
6
Feb 26, 2026
0.131RMSEz
6
Feb 26, 2026
0.174RMSEz
6
Feb 26, 2026
1.95ASSD
6
Feb 26, 2026
0.463Chamfer Distance (CD)
5
Jun 18, 2026
40.27Accuracy (Mean)
5
Mar 19, 2026
50.87Accuracy Mean
5
Mar 19, 2026
1.404Accuracy Mean
5
Mar 19, 2026
0.428CD
5
Feb 26, 2026