X-ray Fluorescence (XRF) Imaging
xrf_imaging
Industrial Inspection
X-Ray
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
X-ray Fluorescence (XRF) Imaging
X-ray Fluorescence (XRF) Imaging
Spec Notation
M → R → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | SpectraFormer | 0.784 | 34.0 | 0.935 | ✓ Certified | Spectral unmixing transformer, 2024 |
| 🥈 | XRF-UNet | 0.733 | 32.0 | 0.900 | ✓ Certified | Anunziata et al., 2022 |
| 🥉 | PnP-BM3D | 0.617 | 28.0 | 0.800 | ✓ Certified | Danielyan et al., 2012 |
| 4 | FP-Quantify | 0.498 | 24.5 | 0.680 | ✓ Certified | Sole et al., 2007 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| excitation_energy_drift | e_e | Excitation energy drift (keV) | 0.0 | 0.01 |
| detector_resolution | d_r | Detector resolution (eV) | 130.0 | 134.0 |
| matrix_absorption | m_a | Matrix absorption (-) | 1.0 | 1.03 |
| beam_spot_size | b_s | Beam spot size (um) | 1.0 | 1.2 |