Mutual Information Estimation on High-discrepancy regimes MI=10
0MSED3RE
Evaluation results
| Method | Links | ||
|---|---|---|---|
| D3RENFE=100, Kernel=–2026.04 | 0 | 0.498 | |
| D3RENFE=200, Kernel=–2026.04 | 0 | 0.816 | |
| D3RENFE=5, Kernel=–2026.04 | 0.01 | 0.056 | |
| D3RENFE=50, Kernel=–2026.04 | 0.01 | 0.234 | |
| OS-DRENFE=1, Kernel=Gaussian2026.04 | 0.01 | 0.025 | |
| DRE-∞NFE=100, Kernel=–2026.04 | 0.02 | 0.475 | |
| DRE-∞NFE=200, Kernel=–2026.04 | 0.02 | 0.819 | |
| D3RENFE=10, Kernel=–2026.04 | 0.02 | 0.075 | |
| DRE-∞NFE=50, Kernel=–2026.04 | 0.03 | 0.226 | |
| OS-DRENFE=1, Kernel=RQ2026.04 | 0.03 | 0.022 | |
| OS-DRENFE=1, Kernel=Mat´ern2026.04 | 0.09 | 0.024 | |
| OS-DRENFE=1, Kernel=IMQ2026.04 | 0.11 | 0.035 | |
| DRE-∞NFE=10, Kernel=–2026.04 | 0.27 | 0.075 | |
| D3RENFE=2, Kernel=–2026.04 | 2.58 | 0.048 | |
| DRE-∞NFE=5, Kernel=–2026.04 | 2.86 | 0.055 | |
| DRE-∞NFE=2, Kernel=–2026.04 | 73.91 | 0.045 |