Point Cloud Reconstruction
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
2Inference Time (s)
58
Jun 18, 2026
0.087Reconstruction Time (s)
50
Mar 5, 2026
1.772Accuracy (Mean)
40
Jun 30, 2026
5.99CD
24
Mar 24, 2026
0.4Chamfer Distance (CD)
21
Jul 7, 2026
40Chamfer Distance
20
May 15, 2026
0.004Chamfer Distance (CD)
19
Apr 6, 2026
34.6Accuracy (Mean)
17
Jun 18, 2026
0.283Accuracy Error (mm)
16
Feb 26, 2026
42.7Accuracy
16
Feb 26, 2026
0.4CD
15
Jul 7, 2026
25.7Accuracy
15
Jul 7, 2026
17.2Accuracy
15
Jul 7, 2026
45.9Mean Accuracy
15
Mar 24, 2026
61.9ACC Mean
15
Mar 24, 2026
40Accuracy
15
Feb 26, 2026
42.7Accuracy
15
Feb 26, 2026
3.55Chamfer Distance (CD)
12
Mar 24, 2026
2.97Chamfer Distance (CD)
12
Mar 24, 2026
7.64Chamfer Distance (CD)
12
Mar 24, 2026
1.76ASSD
12
Feb 26, 2026
0.46Chamfer Distance (CD)
11
Jul 7, 2026
0.17CD
11
Jun 4, 2026
0.365Chamfer Distance (CD)
11
Feb 26, 2026
0.17Chamfer Distance (CD)
8
Mar 16, 2026