Differential Interference Contrast (DIC)
dic
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
M → C → D
Benchmark Variants & Leaderboards
Differential Interference Contrast (DIC)
Differential Interference Contrast (DIC)
Spec Notation
M → C → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | DiffusionDIC | 0.878 | 39.2 | 0.950 | ✓ Certified | Luo 2023 |
| 🥈 | PhysPhase-Net | 0.841 | 37.4 | 0.935 | ✓ Certified | Barbastathis 2019 |
| 🥉 | SwinDIC | 0.812 | 36.1 | 0.921 | ✓ Certified | Liang 2021 |
| 4 | PhaseNet-DIC | 0.754 | 33.7 | 0.884 | ✓ Certified | Sinha 2020 |
| 5 | PnP-DIC | 0.721 | 32.2 | 0.869 | ✓ Certified | Kamilov 2017 |
| 6 | DIC-CNN | 0.701 | 31.4 | 0.856 | ✓ Certified | Rivenson 2018 |
| 7 | TV-DIC | 0.610 | 27.8 | 0.793 | ✓ Certified | Bostan 2014 |
| 8 | Phase-DLSIM | 0.563 | 25.9 | 0.762 | ✓ Certified | Stephens 2003 |
| 9 | DIC-Deconv | 0.517 | 24.1 | 0.731 | ✓ Certified | Preza 1999 |
Mismatch Parameters (3) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| shear_amount | s_a | Shear amount (nm) | 100.0 | 120.0 |
| bias_retardation | b_r | Bias retardation (nm) | 0.0 | 0.0 |
| prism_orientation | p_o | Prism orientation (deg) | 0.0 | 0.6 |