Ghost Imaging
ghost_imaging
Quantum
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 → Σ → D
Benchmark Variants & Leaderboards
Ghost Imaging
Ghost Imaging
Spec Notation
M → Σ → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | ScoreQuantum | 0.697 | 29.52 | 0.909 | ✓ Certified | Wei et al., 2025 |
| 🥈 | Ghost-ViT | 0.694 | 30.1 | 0.885 | ✓ Certified | Zhu et al., 2025 |
| 🥉 | Quantum-ViT | 0.678 | 28.78 | 0.896 | ✓ Certified | Quantum imaging transformer, 2024 |
| 4 | Quantum-CNN | 0.669 | 28.43 | 0.890 | ✓ Certified | Quantum imaging CNN |
| 5 | DRU-Net | 0.645 | 28.5 | 0.840 | ✓ Certified | Wang et al., Sci. Rep. 2020 |
| 6 | DiffusionQuantum | 0.614 | 26.49 | 0.845 | ✓ Certified | Zhang et al., 2024 |
| 7 | Bayesian CS | 0.570 | 25.07 | 0.804 | ✓ Certified | Bayesian compressed sensing |
| 8 | CS-TVAL3 | 0.518 | 24.8 | 0.710 | ✓ Certified | Li et al., 2014 |
| 9 | Photon Counting | 0.482 | 22.56 | 0.713 | ✓ Certified | Classical baseline |
| 10 | G(2)-Corr | 0.378 | 21.2 | 0.550 | ✓ Certified | Pittman et al., PRA 1995 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| bucket_detector_efficiency | b_d | Bucket detector efficiency (-) | 1.0 | 0.9 |
| speckle_correlation_mismatch | s_c | Speckle correlation mismatch (-) | 0.0 | 2.0 |
| background_counts | b_c | Background counts (-) | 0.0 | 1.0 |
| number_of_measurements | n_o | Number of measurements (-) | 10000.0 | 28000.0 |