Dev

Structured Light — Dev Tier

(5 scenes)

Blind evaluation tier — no ground truth available.

What you get

Measurements (y), ideal forward operator (H), and spec ranges only.

How to use

Apply your pipeline from the Public tier. Use consistency as self-check.

What to submit

Reconstructed signals and corrected spec. Scored server-side.

Parameter Specifications

🔒

True spec hidden — estimate parameters from spec ranges below.

Parameter Spec Range Unit
baseline -0.6 – 0.9 mm
pattern_distortion -1.2 – 1.8 %
ambient_ir -3.6 – 5.4 %

Dev Tier Leaderboard

# Method Score PSNR SSIM Consistency Trust Source
1 PhaseFormer + gradient 0.717 29.14 0.903 0.82 ✓ Certified Fringe pattern transformer, 2024
2 FPP-Net + gradient 0.653 25.44 0.816 0.86 ✓ Certified Feng et al., Opt. Lasers Eng. 2019
3 Phase Shifting + gradient 0.588 22.89 0.727 0.84 ✓ Certified Srinivasan et al., Appl. Opt. 1984
4 Gray Code + gradient 0.580 22.45 0.709 0.86 ✓ Certified Inokuchi et al., Appl. Opt. 1984

Visible Data Fields

y H_ideal spec_ranges

Dataset

Format: HDF5
Scenes: 5

Scoring Formula

0.4 × PSNR_norm + 0.4 × SSIM + 0.2 × (1 − ‖y − Ĥx̂‖/‖y‖)

PSNR: 40% SSIM: 40% Consistency: 20%
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