Mutual Information Estimation on High-discrepancy regimes MI=30
0.07MSEOS-DRE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OS-DRENFE=1, Kernel=Gaussian2026.04 | 0.07 | 0.013 | |
| DRE-∞NFE=50, Kernel=–2026.04 | 0.48 | 0.228 | |
| DRE-∞NFE=100, Kernel=–2026.04 | 0.5 | 0.478 | |
| DRE-∞NFE=200, Kernel=–2026.04 | 0.5 | 0.879 | |
| OS-DRENFE=1, Kernel=RQ2026.04 | 1.52 | 0.012 | |
| DRE-∞NFE=10, Kernel=–2026.04 | 2.66 | 0.085 | |
| OS-DRENFE=1, Kernel=IMQ2026.04 | 5.86 | 0.029 | |
| D3RENFE=2, Kernel=–2026.04 | 6.21 | 0.046 | |
| D3RENFE=5, Kernel=–2026.04 | 7.5 | 0.058 | |
| D3RENFE=10, Kernel=–2026.04 | 7.72 | 0.076 | |
| D3RENFE=50, Kernel=–2026.04 | 8.94 | 0.256 | |
| D3RENFE=100, Kernel=–2026.04 | 9 | 0.487 | |
| D3RENFE=200, Kernel=–2026.04 | 9.36 | 0.907 | |
| DRE-∞NFE=5, Kernel=–2026.04 | 25.29 | 0.068 | |
| OS-DRENFE=1, Kernel=Mat´ern2026.04 | 208.98 | 0.032 | |
| DRE-∞NFE=2, Kernel=–2026.04 | 614.62 | 0.045 |