TASK |
DATASET |
MODEL |
METRIC NAME |
METRIC VALUE |
GLOBAL RANK |
REMOVE |
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (10-shot)
|
GPr-Net + Hyp (1024)
|
Overall Accuracy
|
70.4
|
# 19
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (10-shot)
|
GPr-Net + Hyp (1024)
|
Standard Deviation
|
1.8
|
# 3
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (10-shot)
|
GPr-Net + Hyp (512)
|
Overall Accuracy
|
71.6
|
# 18
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (10-shot)
|
GPr-Net + Hyp (512)
|
Standard Deviation
|
1.1
|
# 1
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (10-shot)
|
GPr-Net + Euc (1024)
|
Overall Accuracy
|
62.1
|
# 21
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (10-shot)
|
GPr-Net + Euc (1024)
|
Standard Deviation
|
1.9
|
# 5
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (10-shot)
|
GPr-Net + Euc (512)
|
Overall Accuracy
|
62.3
|
# 20
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (10-shot)
|
GPr-Net + Euc (512)
|
Standard Deviation
|
2.0
|
# 6
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (20-shot)
|
GPr-Net + Hyp (1024)
|
Overall Accuracy
|
72.8
|
# 19
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (20-shot)
|
GPr-Net + Hyp (1024)
|
Standard Deviation
|
1.8
|
# 3
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (20-shot)
|
GPr-Net + Euc (1024)
|
Overall Accuracy
|
63.4
|
# 20
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (20-shot)
|
GPr-Net + Euc (1024)
|
Standard Deviation
|
2.0
|
# 4
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (20-shot)
|
GPr-Net + Hyp (512)
|
Overall Accuracy
|
73.8
|
# 18
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (20-shot)
|
GPr-Net + Hyp (512)
|
Standard Deviation
|
2.0
|
# 4
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (20-shot)
|
GPr-Net + Euc (512)
|
Overall Accuracy
|
63.3
|
# 21
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 10-way (20-shot)
|
GPr-Net + Euc (512)
|
Standard Deviation
|
2.2
|
# 6
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (10-shot)
|
GPr-Net + Euc (1024)
|
Overall Accuracy
|
74.4
|
# 19
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (10-shot)
|
GPr-Net + Euc (1024)
|
Standard Deviation
|
2.0
|
# 9
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (10-shot)
|
GPr-Net + Hyp (1024)
|
Overall Accuracy
|
80.4
|
# 18
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (10-shot)
|
GPr-Net + Hyp (1024)
|
Standard Deviation
|
0.5
|
# 1
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (10-shot)
|
GPr-Net + Euc (512)
|
Overall Accuracy
|
74.0
|
# 20
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (10-shot)
|
GPr-Net + Euc (512)
|
Standard Deviation
|
2.3
|
# 11
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (10-shot)
|
GPr-Net + Hyp (512)
|
Overall Accuracy
|
81.1
|
# 17
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (10-shot)
|
GPr-Net + Hyp (512)
|
Standard Deviation
|
1.5
|
# 2
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (20-shot)
|
GPr-Net + Euc (1024)
|
Overall Accuracy
|
75.1
|
# 19
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (20-shot)
|
GPr-Net + Euc (1024)
|
Standard Deviation
|
2.1
|
# 17
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (20-shot)
|
GPr-Net + Euc (512)
|
Overall Accuracy
|
75.0
|
# 20
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (20-shot)
|
GPr-Net + Euc (512)
|
Standard Deviation
|
2.4
|
# 18
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (20-shot)
|
GPr-Net + Hyp (512)
|
Overall Accuracy
|
82.7
|
# 17
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (20-shot)
|
GPr-Net + Hyp (512)
|
Standard Deviation
|
1.3
|
# 6
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (20-shot)
|
GPr-Net + Hyp (1024)
|
Overall Accuracy
|
82.0
|
# 18
|
|
Few-Shot 3D Point Cloud Classification
|
ModelNet40 5-way (20-shot)
|
GPr-Net + Hyp (1024)
|
Standard Deviation
|
0.9
|
# 2
|
|