ModelNet
Benchmarks
TaskDatasetSOTA resultTrendResults
ModelNet40 synthetic (test)
94.5Overall Accuracy
34
ModelNet 40 (test)
1.331RRE
33
ModelNet40 (supervised)
94.1OA
32
ModelNet40 (test)
62.4Accuracy (I prompt)
32
ModelNet10
0.019Chamfer Distance (CD)
30
ModelNet40 (test)
91.98Clean Accuracy
30
ModelNet40 10-way
95.9Accuracy
30
ModelNet40 twice-sampled (TS) unseen categories (test)
2.079RMSE (Rotation)
30
ModelNet40 v1.0 (test)
94.5Accuracy
27
ModelNet40 (test)
98.49Accuracy
27
ModelNet40 fully-supervised (test)
95.2Overall Accuracy (OA)
26
ModelNet40 10-way 20-shot 76
97.6Accuracy
25
ModelNet40 10-way 10-shot 76
96.3Accuracy
25
ModelNet40 5-way 10-shot 76
98Accuracy
25
ModelNet40
91.05Balanced Accuracy (BA)
24
ModelNet-40
94.1Overall Accuracy (OA)
24
ModelNet40 (test)
5.99CD
24
ModelNet40 (test)
0.003Inference Time (s)
24
ModelNet40 (Overall)
94.4Overall Accuracy
23
ModelNet10
98.46Accuracy
23
ModelNet40 (test)
100ASR
22
ModelNet-C
86.57Accuracy (Add Global)
22
ModelNet40 1k P v1
94.5Overall Accuracy
22
ModelNet40 Unseen Categories with Gaussian Noise RPMNet manner (OS)
1.009RMSE (Rotation)
21
ModelNet40 10-way 20-shot
95.8Accuracy
21