ShapeNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ShapeNet refined subset (test)
0.25MRE (%)
11
ShapeNet 55/34 (21 unseen categories)
0.4Chamfer Distance (S)
11
ShapeNet 55/34 (seen categories)
0.33CD-S
11
ShapeNet 55/34 (All categories)
0.34Chamfer Distance (Small)
11
Anomaly-ShapeNet
96.2Ashtray-0 Score
11
ShapeNet Car
0.901MMD (CD)
11
ShapeNet Chair
2.409MMD (CD)
11
ShapeNet Airplane
0.219MMD (CD)
11
ShapeNet V2
0.95R^2
11
ShapeNet (test)
0.023CDL1
11
ShapeNet 7 selected categories v2 (test)
0.952IoU
11
ShapeNet 55 categories v2 (test)
95.3IoU
11
ShapeNet Parts 44 (test)
86.6mIoU (Instance)
11
ShapeNetCore Cars v1 (test)
0.231Chamfer Distance (x1000)
11
ShapeNetCore Planes v1 (test)
0.21CD (x1000)
11
ShapeNetCore v1 Chairs (test)
0.431Chamfer Distance (x1000)
11
ShapeNet (test)
75.3Volumetric IoU (Airplane)
11
ShapeNet
0.966IoU (airplane)
11
ShapeNet Core55 (test)
81.8Micro Precision@N
11
ShapeNet Anomaly
83.8ashtray0 Score
10
ShapeNet
0.002Chamfer Distance (CD)
10
ShapeNet
3.58Cost Time (s)
10
ShapeNet55 (all)
0.81CD-L2
10
ShapeNet Anomaly
84.1O-AUROC
10
ShapeNet avg
36.74PSNR
10