Hidden
Phase Contrast Microscopy — Hidden Tier
(5 scenes)Fully blind server-side evaluation — no data download.
What you get
No data downloadable. Algorithm runs server-side on hidden measurements.
How to use
Package algorithm as Docker container / Python script. Submit via link.
What to submit
Containerized algorithm accepting y + H, outputting x_hat + corrected spec.
Parameter Specifications
🔒
True spec hidden — blind evaluation, only ranges available.
| Parameter | Spec Range | Unit |
|---|---|---|
| phase_ring_alignment | -0.7 – 2.3 | umoffset |
| halo_artifact_strength | -0.042 – 0.138 | relative |
| phase_ring_absorption | 0.672 – 0.792 | - |
Hidden Tier Leaderboard
| # | Method | Score | PSNR | SSIM | Consistency | Trust | Source |
|---|---|---|---|---|---|---|---|
| 1 | PhaseFormer + gradient | 0.685 | 26.88 | 0.855 | 0.87 | ✓ Certified | Phase imaging transformer, 2024 |
| 2 | DPC-ADMM + gradient | 0.608 | 23.35 | 0.745 | 0.88 | ✓ Certified | Tian & Waller, BOE 2015 |
| 3 | TIE Solver + gradient | 0.557 | 21.75 | 0.679 | 0.84 | ✓ Certified | Teague, JOSA 1983 |
| 4 | QPI-Net + gradient | 0.482 | 19.73 | 0.586 | 0.75 | ✓ Certified | Rivenson et al., Light: S&A 2019 |
Dataset
Scenes: 5
Scoring Formula
0.4 × PSNR_norm + 0.4 × SSIM + 0.2 × (1 − ‖y − Ĥx̂‖/‖y‖)
PSNR: 40%
SSIM: 40%
Consistency: 20%