Phase Contrast Microscopy
phase_contrast
Microscopy
Photon
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
C → D
Benchmark Variants & Leaderboards
Phase Contrast Microscopy
Phase Contrast Microscopy
Spec Notation
C → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | PhaseFormer | 0.806 | 35.0 | 0.945 | ✓ Certified | Phase imaging transformer, 2024 |
| 🥈 | QPI-Net | 0.760 | 33.0 | 0.920 | ✓ Certified | Rivenson et al., 2019 |
| 🥉 | DPC-ADMM | 0.653 | 29.0 | 0.840 | ✓ Certified | Tian & Waller, BOE 2015 |
| 4 | TIE Solver | 0.535 | 25.5 | 0.720 | ✓ Certified | Teague, JOSA 1983 |
Mismatch Parameters (3) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| phase_ring_alignment | p_r | Phase ring alignment (um offset) | 0.0 | 1.0 |
| halo_artifact_strength | h_a | Halo artifact strength (relative) | 0.0 | 0.06 |
| phase_ring_absorption | p_r | Phase ring absorption (-) | 0.7 | 0.74 |