3D Shapes
Benchmarks
TaskDatasetSOTA resultTrendResults
3D Shapes A/A (in-distribution)
0Classification Error
15
3D Shapes
0.474Reconstruction Error (mm)
8
3D Shapes A/C (local out-of-distribution)
0Classification Error
7
3D Shapes A/B (global out-of-distribution)
0Error Rate
7
3D Shapes
1β-VAE Score
6
3D Shapes (A/C)
0Classification Error
5
3D Shapes (A B split)
0Error Rate
5
3D Shapes HSL shifted (test)
0Error Rate
4
3D Shapes Single-Exemplar
2.5Encoding/Training Time
4
3D Shapes component-wise saturation shifts A C
0Classification Error
3
3D Shapes random saturation shifts A/B
0Classification Error Rate
3
3D shapes sparse 64-point observations
0.101Chamfer Distance
3