STEM-EDX Elemental Mapping
edx_mapping
Electron Microscopy
Electron
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
M → R → D
Benchmark Variants & Leaderboards
STEM-EDX Elemental Mapping
STEM-EDX Elemental Mapping
Spec Notation
M → R → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | DiffEDX | 0.884 | 39.4 | 0.955 | ✓ Certified | Gao et al. 2024 |
| 🥈 | PhysEDX | 0.853 | 37.9 | 0.943 | ✓ Certified | Chen et al. 2024 |
| 🥉 | SwinEDX | 0.830 | 36.8 | 0.933 | ✓ Certified | Wang et al. 2023 |
| 4 | TransEDX | 0.795 | 35.2 | 0.916 | ✓ Certified | Li et al. 2022 |
| 5 | N2V-EDX | 0.736 | 32.8 | 0.878 | ✓ Certified | Krull et al. 2019 |
| 6 | DnCNN-EDX | 0.676 | 30.3 | 0.843 | ✓ Certified | Kovarik et al. 2016 |
| 7 | NMF-EDX | 0.604 | 27.5 | 0.792 | ✓ Certified | Nicoletti et al. 2013 |
| 8 | TV-EDX | 0.540 | 24.9 | 0.751 | ✓ Certified | Saghi et al. 2011 |
| 9 | MLS-EDX | 0.476 | 22.3 | 0.708 | ✓ Certified | Statham 1995 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| absorption_correction_error | a_c | Absorption correction error (-) | 0.0 | 3.0 |
| detector_solid_angle | d_s | Detector solid angle (sr) | 0.0 | 0.0 |
| peak_overlap_(spectral) | p_o | Peak overlap (spectral) (-) | 0.0 | 0.6 |
| bremsstrahlung_background | b_b | Bremsstrahlung background (-) | 0.0 | 0.0 |