CEST MRI
cest_mri
Medical
Spin/rf
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
M → F → S → D
Benchmark Variants & Leaderboards
CEST MRI
CEST MRI
Spec Notation
M → F → S → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | DiffusionCEST | 0.892 | 39.7 | 0.961 | ✓ Certified | Chen 2024 |
| 🥈 | PromptCEST | 0.869 | 38.6 | 0.951 | ✓ Certified | Liu 2024 |
| 🥉 | CESTFormer | 0.843 | 37.4 | 0.940 | ✓ Certified | Wu 2023 |
| 4 | PINN-CEST | 0.811 | 35.9 | 0.925 | ✓ Certified | Cohen 2022 |
| 5 | U-Net-CEST | 0.786 | 34.8 | 0.912 | ✓ Certified | Zhao 2021 |
| 6 | DnCNN-CEST | 0.724 | 32.1 | 0.878 | ✓ Certified | Zhang 2017 |
| 7 | WASSR | 0.640 | 28.5 | 0.831 | ✓ Certified | Kim 2009 |
| 8 | Lorentzian-Fit | 0.607 | 27.2 | 0.808 | ✓ Certified | Zaiss 2013 |
| 9 | MTR-asym | 0.544 | 24.8 | 0.761 | ✓ Certified | Zhou 2003 |
Mismatch Parameters (4) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| b0_inhomogeneity | b_i | B0 inhomogeneity (Hz) | 0.0 | 10.0 |
| b1_inhomogeneity | b_i | B1 inhomogeneity (-) | 0.0 | 4.0 |
| saturation_power_error | s_p | Saturation power error (-) | 0.0 | 2.0 |
| mt_contamination | m_c | MT contamination (-) | 0.0 | 6.0 |