Statistical Dependence Measurement on MNIST
28.81Dependence (X, Y')NMF-DR
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| NMF-DRObjective=NMF-DR2026.03 | 28.81 | 28.85 | 200.74 | 207.9 | — | 28.51 | |
| TRACEObjective=TRACE2026.03 | 28.28 | 28.34 | 201.1 | 206.97 | — | 28.02 | |
| LOGDETObjective=LOGDET2026.03 | 27.98 | 28.04 | 199.3 | 200.75 | — | 27.7 | |
| HSICObjective=HSIC2026.03 | 11.62 | 10.89 | 11.68 | 410.93 | — | 495.02 | |
| KICAObjective=KICA2026.03 | 9.43 | 16.87 | 9.47 | 276.15 | — | 344.04 | |
| KDEObjective=KDE2026.03 | 2.5 | 3.18 | 3.18 | 4.93 | — | 2.96 | |
| MINEObjective=MINE2026.03 | 1.85 | 2.09 | 3.31 | 4.9 | — | 2.07 |