Electrical Impedance Tomography (EIT)
impedance_tomo
Experimental Science
Electric
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
M → D
Benchmark Variants & Leaderboards
Electrical Impedance Tomography (EIT)
Electrical Impedance Tomography (EIT)
Spec Notation
M → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | EIT-Former | 0.690 | 30.0 | 0.880 | ✓ Certified | EIT reconstruction transformer, 2024 |
| 🥈 | D-bar CNN | 0.645 | 28.5 | 0.840 | ✓ Certified | Hamilton & Hauptmann, IEEE TMI 2018 |
| 🥉 | TV-ADMM | 0.508 | 24.5 | 0.700 | ✓ Certified | Borsic et al., Physiol. Meas. 2010 |
| 4 | Gauss-Newton | 0.375 | 21.0 | 0.550 | ✓ Certified | Cheney et al., SIAM Rev. 1999 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| contact_impedance | c_i | Contact impedance (ohm) | 100.0 | 120.0 |
| electrode_position_error | e_p | Electrode position error (mm) | 0.0 | 0.4 |
| background_conductivity | b_c | Background conductivity (S/m) | 0.2 | 0.24 |
| current_amplitude_drift | c_a | Current amplitude drift (-) | 1.0 | 1.01 |