Solar EUV/X-ray Imaging
solar_imaging
Astronomy
Photon/euv
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
M → P → D
Benchmark Variants & Leaderboards
Solar EUV/X-ray Imaging
Solar EUV/X-ray Imaging
Spec Notation
M → P → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | DeepEM | 0.707 | 29.95 | 0.916 | ✓ Certified | Su et al., ApJ 2022 |
| 🥈 | SolarFormer | 0.706 | 29.88 | 0.915 | ✓ Certified | SDO-based restoration, 2024 |
| 🥉 | Pixon | 0.652 | 27.83 | 0.877 | ✓ Certified | Pina & Puetter, PASP 1993 |
| 4 | Richardson-Lucy | 0.568 | 24.99 | 0.802 | ✓ Certified | Richardson 1972 / Lucy 1974 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| psf_degradation_(mirror_aging) | p_d | PSF degradation (mirror aging) (-) | 0.0 | 4.0 |
| stray_light | s_l | Stray light (-) | 0.0 | 1.0 |
| flat_field_error | f_e | Flat-field error (-) | 0.0 | 0.6 |
| pointing_jitter | p_j | Pointing jitter (arcsec) | 0.0 | 0.2 |