Point Cloud Classification
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
94.7Accuracy
229
Jun 26, 2026
11.39ASR
100
Feb 26, 2026
90.63Overall Accuracy
100
Apr 14, 2026
90.01Overall Accuracy
91
Feb 26, 2026
100Accuracy
80
Feb 26, 2026
100ASR
76
Feb 26, 2026
95.4Accuracy
71
Feb 26, 2026
95.18Overall Accuracy
66
Mar 27, 2026
99.8Test Accuracy
60
Feb 26, 2026
0.476mCE
58
Feb 26, 2026
92.91Accuracy
57
Mar 25, 2026
73.66Accuracy
56
Mar 25, 2026
96.7Accuracy
52
May 19, 2026
92.75Overall Accuracy
52
Mar 27, 2026
84.9Adversarial Accuracy
45
Apr 20, 2026
82.9Adversarial Accuracy
45
Apr 20, 2026
100ASR
40
Feb 26, 2026
94.5Overall Accuracy
34
Feb 26, 2026
98.08Eidos
28
Feb 27, 2026
97.6Accuracy
25
Feb 26, 2026
96.3Accuracy
25
Feb 26, 2026
98Accuracy
25
Feb 26, 2026
94.1Overall Accuracy (OA)
24
May 18, 2026
95.8Accuracy
21
Feb 26, 2026
93.7Accuracy (Mean)
21
Feb 26, 2026