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ResearchFormerly WizWand

Image Reconstruction on FFHQ (PSNR, SSIM, LPIPS)

32.13PSNRDiffBCP
6.483613.141819.826.4582Jun 2, 2026
Updated 5mo ago

Evaluation results

MethodLinks
DiffBCPMasking Pattern=Uniform(0.7), Prior=smooth or pre-trained model prior2026.0632.130.888317.7
DiffBCPMasking Pattern=Irregular, Prior=smooth or pre-trained model prior2026.0630.340.88615.98
DiffBCPMasking Pattern=Uniform(0.9), Prior=smooth or pre-trained model prior2026.0628.280.811828.93
DeepTensorMasking Pattern=Uniform(0.7), Structure=deep (neural network)2026.0628.230.722330.83
HLRTFMasking Pattern=Uniform(0.7), Structure=deep (neural network)2026.0628.160.779240.94
DeepTensorMasking Pattern=Irregular, Structure=deep (neural network)2026.0628.010.794926.19
DiffBCPMasking Pattern=Stripe, Prior=smooth or pre-trained model prior2026.0627.910.851119.89
BTRMasking Pattern=Uniform(0.7)2026.0627.320.682245.16
DeepTensorMasking Pattern=Stripe, Structure=deep (neural network)2026.0626.440.75729.53
tCTVMasking Pattern=Uniform(0.7), Prior=smooth or pre-trained model prior2026.0626.40.591838.19
BCPMasking Pattern=Uniform(0.7)2026.0626.280.645351.56
DeepTensorMasking Pattern=Uniform(0.9), Structure=deep (neural network)2026.0626.110.616640.65
HLRTFMasking Pattern=Irregular, Structure=deep (neural network)2026.0625.840.774237.27
HLRTFMasking Pattern=Stripe, Structure=deep (neural network)2026.0625.210.751540.2
tCTVMasking Pattern=Uniform(0.9), Prior=smooth or pre-trained model prior2026.0625.180.599448.16
HLRTFMasking Pattern=Uniform(0.9), Structure=deep (neural network)2026.0625.120.665552.08
tCTVMasking Pattern=Irregular, Prior=smooth or pre-trained model prior2026.0624.970.539836.03
BTRMasking Pattern=Irregular2026.0624.910.667443.98
tCTVMasking Pattern=Stripe, Prior=smooth or pre-trained model prior2026.0624.320.586143.59
BTRMasking Pattern=Uniform(0.9)2026.0624.220.585856.23
GLONMasking Pattern=Irregular, Prior=smooth or pre-trained model prior2026.0622.690.532140.89
BCPMasking Pattern=Irregular2026.0622.640.625247.3
BCPMasking Pattern=Uniform(0.9)2026.0621.610.445661.95
GLONMasking Pattern=Stripe, Prior=smooth or pre-trained model prior2026.0621.380.535347.84
BTRMasking Pattern=Stripe2026.0619.630.503553.22
GLONMasking Pattern=Uniform(0.7), Prior=smooth or pre-trained model prior2026.0613.020.271862.89
BCPMasking Pattern=Stripe2026.069.260.252865.68
GLONMasking Pattern=Uniform(0.9), Prior=smooth or pre-trained model prior2026.067.470.176536.83