Mutual Information Estimation on High-discrepancy regimes MI=20
0MSEOS-DRE
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| OS-DRENFE=1, Kernel=Gaussian2026.04 | 0 | 0.027 | |
| DRE-∞NFE=100, Kernel=–2026.04 | 0.01 | 0.493 | |
| DRE-∞NFE=200, Kernel=–2026.04 | 0.01 | 0.954 | |
| DRE-∞NFE=50, Kernel=–2026.04 | 0.04 | 0.249 | |
| D3RENFE=200, Kernel=–2026.04 | 0.05 | 0.922 | |
| D3RENFE=100, Kernel=–2026.04 | 0.08 | 0.546 | |
| D3RENFE=50, Kernel=–2026.04 | 0.09 | 0.256 | |
| D3RENFE=10, Kernel=–2026.04 | 0.21 | 0.094 | |
| D3RENFE=5, Kernel=–2026.04 | 0.29 | 0.061 | |
| DRE-∞NFE=10, Kernel=–2026.04 | 0.54 | 0.1 | |
| OS-DRENFE=1, Kernel=RQ2026.04 | 0.83 | 0.012 | |
| OS-DRENFE=1, Kernel=IMQ2026.04 | 1.56 | 0.03 | |
| D3RENFE=2, Kernel=–2026.04 | 3.65 | 0.047 | |
| DRE-∞NFE=5, Kernel=–2026.04 | 7.09 | 0.06 | |
| OS-DRENFE=1, Kernel=Mat´ern2026.04 | 18.3 | 0.028 | |
| DRE-∞NFE=2, Kernel=–2026.04 | 283.52 | 0.045 |