ModelNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ModelNet40 (test)
97.7Accuracy
321
ModelNet40 (test)
94.5OA
307
ModelNet40 (test)
94.9OA
255
ModelNet40 (test)
94.7Accuracy
229
ModelNet40 (test)
97.6Accuracy
227
ModelNet40 (test)
95.54Accuracy
180
ModelNet40 (test)
100ASR
123
ModelNet40 (test)
94.2Accuracy
120
ModelNet40 10-way 20-shot
96.5Accuracy
117
ModelNet40 10-way 10-shot
95.2Accuracy
117
ModelNet40 (test)
52.9mIoU
112
ModelNet40
0.991ASR
108
ModelNet40
98.2Accuracy
108
ModelNet40 5-way 20-shot
99.4Accuracy
102
ModelNet40 5-way 10-shot
98Accuracy
102
ModelNet40
11.39ASR
100
ModelNet40 (test)
99Accuracy
92
ModelNet40
31kNN Search Time (ms)
90
ModelNet40
93.5Top-1 Accuracy
89
ModelNet10 (test)
97.5Accuracy
80
ModelNet40
100ASR
78
ModelNet40
95.1Overall Accuracy
78
ModelNet40 (test)
87.2Relative Repeatability
77
ModelNet40 v1 (test)
100ASR
76
ModelNet40
99.2Mean Accuracy
72