Polarimetric SAR (PolSAR)
polsar
Remote Sensing
Rf
Forward-Model Signal Chain
Each primitive represents a physical operation in the measurement process. Arrows show signal flow left to right.
Spec Notation
F → M → D
Benchmark Variants & Leaderboards
Polarimetric SAR (PolSAR)
Polarimetric SAR (PolSAR)
Spec Notation
F → M → D
Standard Leaderboard (Top 10)
| # | Method | Score | PSNR (dB) | SSIM | Trust | Source |
|---|---|---|---|---|---|---|
| 🥇 | DiffusionSAR | 0.818 | 35.42 | 0.955 | ✓ Certified | Wei et al., NeurIPS 2024 |
| 🥈 | PanSharpener++ | 0.799 | 34.58 | 0.945 | ✓ Certified | Zhang et al., ICCV 2024 |
| 🥉 | SARFormer | 0.780 | 33.85 | 0.932 | ✓ Certified | Li et al., CVPR 2024 |
| 4 | ScoreSAR | 0.764 | 32.44 | 0.947 | ✓ Certified | Johnson et al., ECCV 2025 |
| 5 | SARDenoiserViT | 0.762 | 32.31 | 0.946 | ✓ Certified | Wang et al., ICCV 2024 |
| 6 | SAR-CAM | 0.741 | 32.1 | 0.912 | ✓ Certified | Cross-attention SAR, 2024 |
| 7 | SAR-ResNet | 0.729 | 30.88 | 0.929 | ✓ Certified | Chen et al., IEEE TGRS 2022 |
| 8 | SAR-DRN | 0.701 | 30.6 | 0.882 | ✓ Certified | Zhang et al., RS 2018 |
| 9 | SAR-BM3D | 0.598 | 27.2 | 0.790 | ✓ Certified | Parrilli et al., IEEE TGRS 2012 |
| 10 | Range-Doppler | 0.595 | 25.87 | 0.828 | ✓ Certified | SAR signal processing baseline |
Showing top 10 of 13 methods. View all →
Mismatch Parameters (3) click to expand
| Name | Symbol | Description | Nominal | Perturbed |
|---|---|---|---|---|
| cross_talk_between_polarizations | c_b | Cross-talk between polarizations (dB) | 0.0 | -5.0 |
| channel_imbalance | c_i | Channel imbalance (dB) | 0.0 | 0.2 |
| faraday_rotation | f_r | Faraday rotation (deg) | 0.0 | 1.0 |