Dev

Polarimetric SAR (PolSAR) — Dev Tier

(3 scenes)

Blind evaluation tier — no ground truth available.

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

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

Reconstructed signals and corrected spec. Scored server-side.

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True spec hidden — estimate parameters from spec ranges below.

Parameter	Spec Range	Unit
cross_talk_between_polarizations	-9.0 – 6.0	dB
channel_imbalance	-0.24 – 0.36	dB
faraday_rotation	-1.2 – 1.8	deg

#	Method	Score	PSNR	SSIM	Consistency	Trust	Source
1	SARFormer + gradient	0.742	29.8	0.914	0.89	✓ Certified	Li et al., CVPR 2024
2	DiffusionSAR + gradient	0.693	27.07	0.86	0.89	✓ Certified	Wei et al., NeurIPS 2024
3	SARDenoiserViT + gradient	0.688	27.53	0.871	0.82	✓ Certified	Wang et al., ICCV 2024
4	PanSharpener++ + gradient	0.677	26.59	0.848	0.86	✓ Certified	Zhang et al., ICCV 2024
5	SAR-CAM + gradient	0.656	25.39	0.814	0.88	✓ Certified	Cross-attention SAR, 2024
6	ScoreSAR + gradient	0.643	24.9	0.799	0.87	✓ Certified	Johnson et al., ECCV 2025
7	SAR-DRN + gradient	0.623	24.73	0.793	0.79	✓ Certified	Zhang et al., RS 2018
8	Range-Doppler + gradient	0.606	23.96	0.767	0.8	✓ Certified	SAR signal processing baseline
9	SAR-BM3D + gradient	0.605	23.49	0.75	0.85	✓ Certified	Parrilli et al., IEEE TGRS 2012
10	Chirp Scaling + gradient	0.593	23.17	0.738	0.83	✓ Certified	Raney et al., IEEE TGRS 1994
11	Lee Filter + gradient	0.560	22.21	0.699	0.79	✓ Certified	Lee, IEEE TGRS 1980
12	SAR-ResNet + gradient	0.541	21.38	0.663	0.81	✓ Certified	Chen et al., IEEE TGRS 2022
13	Matched Filter + gradient	0.493	19.72	0.585	0.81	✓ Certified	Standard SAR focusing

y H_ideal spec_ranges

Format: HDF5

Scenes: 3

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

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