Disentangled Representation Learning on Dsprite
0.37MSEPlain Model
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Plain ModelDependency Measure=N/A2023.02 | 0.37 | 0.91 | 98 | 0 | |
| PearsonDependency Measure=Pearson2023.02 | 0.44 | 0.81 | 89 | 0.201 | |
| Neural TCDependency Measure=Neural TC2023.02 | 0.49 | 0.34 | 54 | 0.812 | |
| SliceDependency Measure=Slice2023.02 | 0.5 | 0.08 | 32 | 0.602 | |
| dCorrDependency Measure=dCorr2023.02 | 0.55 | 0.62 | 76 | 0.412 | |
| Neural RényiDependency Measure=Neural Rényi2023.02 | 0.61 | 0.48 | 55 | 0.791 | |
| vCLUBDependency Measure=vCLUB2023.02 | 0.65 | 0.22 | 48 | 0.689 |