ShapeNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ShapeNet13
1,480.11FID
9
ShapeNet Car (test)
27.22PSNR
9
ShapeNet 55 (Hard split)
1.24Chamfer Distance - Hard
9
ShapeNet-55 (Simple split)
0.49CD-S
9
ShapeNet-vol 13 classes
96.81-NNA (CD)
9
ShapeNet Part SO(3) (test)
81.8Plane Accuracy
9
ShapeNet table
0.029Chamfer Distance
9
ShapeNet 3k points
0.6Reconstruction Time
9
ShapeNet55-LS (test)
70.24Accuracy (1-shot 5-way)
9
ShapeNet150
91.7gIoU
9
ShapeNet Core v1 (test)
74.84F1 (tau)
9
ShapeNet-part with normals
86.4mIoU
9
ShapeNet Seen Categories, Unseen Objects (test)
2.38Chamfer Distance (CD)
8
ShapeNet-Part (test)
82.68F1 Score
8
ShapeNet Incomplete Scans
0.84Cars Chamfer Distance (x10^2)
8
ShapeNet Sparse Scans
0.009Cars CD
8
ShapeNet-Core
83.2CLIP Score
8
ShapeNet Core (test)
61.7IoU (plane)
8
ShapeNet Chairs
2.67Chamfer Distance (CD)
8
ShapeNet Car v1 (test)
0.901MMD (CD)
8
ShapeNet Chair v1 (test)
2.409MMD (CD)
8
ShapeNet Airplane v1 (test)
0.221MMD (CD)
8
ShapeNet High Scan Ambiguity
2.79Chamfer Distance
8
ShapeNet Low Scan Ambiguity
0.73CD
8
ShapeNet-SRN chairs (test)
23.72PSNR
8