Eddy Current Imaging
eddy_current
Industrial Inspection
Em
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
F → D
Benchmark Variants & Leaderboards
Eddy Current Imaging
Eddy Current Imaging
Spec Notation
F → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | DiffEC | 0.882 | 39.3 | 0.955 | ✓ Certified | Gao et al. 2024 |
| 🥈 | PhysEC | 0.855 | 38.0 | 0.944 | ✓ Certified | Chen et al. 2024 |
| 🥉 | SwinEC | 0.832 | 36.9 | 0.934 | ✓ Certified | Wang et al. 2023 |
| 4 | TransEC | 0.799 | 35.4 | 0.918 | ✓ Certified | Li et al. 2022 |
| 5 | ECNN-Defect | 0.738 | 32.9 | 0.880 | ✓ Certified | Zhang et al. 2021 |
| 6 | DnCNN-EC | 0.672 | 30.1 | 0.840 | ✓ Certified | Gao et al. 2019 |
| 7 | MUSIC-EC | 0.600 | 27.3 | 0.789 | ✓ Certified | Skarlatos et al. 2012 |
| 8 | TV-EC | 0.537 | 24.8 | 0.748 | ✓ Certified | Sabbagh et al. 2010 |
| 9 | EC-Deconv | 0.471 | 22.1 | 0.705 | ✓ Certified | Bowler 1994 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| liftoff_distance | l_d | Liftoff distance (mm) | 0.0 | 0.2 |
| conductivity_error | c_e | Conductivity error (MS/m) | 58.0 | 58.6 |
| excitation_frequency_drift | e_f | Excitation frequency drift (kHz) | 100.0 | 101.0 |
| probe_tilt | p_t | Probe tilt (deg) | 0.0 | 0.4 |