3D Point Cloud Classification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
75.9Accuracy
10
Jun 18, 2026
82.8Overall Accuracy
10
Feb 26, 2026
68.43Acc (MN11 -> SONN11 OBJ)
10
Feb 27, 2026
91.5ScanObjectNN (obj_bg)
9
Mar 5, 2026
88.18Accuracy (Global Addition)
8
Jun 18, 2026
82.35Base Accuracy
8
Jun 18, 2026
0.962Accuracy
8
Feb 26, 2026
93.03Base Accuracy
6
Feb 27, 2026
74Top-1 Accuracy
5
Feb 27, 2026
92.02Accuracy
5
Feb 27, 2026
82.76Accuracy
4
Mar 27, 2026
89.65Accuracy
1
Mar 27, 2026
—
—Base Accuracy
0
Feb 26, 2026
—
—Base Accuracy
0
Feb 26, 2026
—
—Top-1 Accuracy
0
Feb 26, 2026