3DShapes
Benchmarks
TaskDatasetSOTA resultTrendResults
3DShapes
1DCI Score
22
3DShapes (test)
94.45DCI (Average)
8
3DShapes (full)
99.87Disentanglement Score
8
3DShapes
15.67Reconstruction Error
7
3DShapes
0.802Circuit Modularity
6
3dshapes gamma=5
0.79CTL Pearson r
1
3dshapes gamma=0
0.84CTL Pearson r
1