ShapeNet
Benchmarks
Task NameDataset NameSOTA ResultTrendResults
ShapeNet Car (test)
0.128FPD
5
ShapeNet Airplane (test)
0.009FPD
5
ShapeNetCars Outliers (test)
0.705CD
5
ShapeNetCars Noise (test)
0.614Chamfer Distance
5
ShapeNetCars Clean (test)
0.611CD
5
ShapeNet cars (test)
32.62CLIP Score
5
ShapeNet cars (test)
26.2FID
5
ShapeNet
0.172LPIPS
5
ShapeNet
58ARI-A
5
ShapeNet (test)
0.172LPIPS
5
ShapeNet (test)
58ARI (Area)
5
ShapeNet (unseen categories)
12.9Avg CD-l1
5
ShapeNet 12 (test)
0.99Chair Score
5
ShapeNet v1 (test)
91IoU (Chair)
5
ShapeNet-PCN (test)
7.04L1 Chamfer Distance (x10^-3)
5
ShapeNet-10 (test)
88.7Accuracy
5
ShapeNet Lamps (test)
23.41PSNR
5
ShapeNet Cars (test)
24.18PSNR
5
ShapeNet Chairs (test)
19.3PSNR
5
ShapeNet Car (test)
0.04Time (s)
5
ShapeNet Chair (test)
0.04Execution Time (s)
5
ShapeNet Airplane (test)
0.04Time (s)
5
ShapeNet Part 87 (test)
1.11Chamfer Distance
5
Anomaly-ShapeNet
95.4F-Score
4
ShapeNet55
0.975Chamfer Distance (CD)
4