Image Reconstruction on FFHQ (PSNR, SSIM, LPIPS)
32.13PSNRDiffBCP
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| DiffBCPMasking Pattern=Uniform(0.7), Prior=smooth or pre-trained model prior2026.06 | 32.13 | 0.8883 | 17.7 | |
| DiffBCPMasking Pattern=Irregular, Prior=smooth or pre-trained model prior2026.06 | 30.34 | 0.886 | 15.98 | |
| DiffBCPMasking Pattern=Uniform(0.9), Prior=smooth or pre-trained model prior2026.06 | 28.28 | 0.8118 | 28.93 | |
| DeepTensorMasking Pattern=Uniform(0.7), Structure=deep (neural network)2026.06 | 28.23 | 0.7223 | 30.83 | |
| HLRTFMasking Pattern=Uniform(0.7), Structure=deep (neural network)2026.06 | 28.16 | 0.7792 | 40.94 | |
| DeepTensorMasking Pattern=Irregular, Structure=deep (neural network)2026.06 | 28.01 | 0.7949 | 26.19 | |
| DiffBCPMasking Pattern=Stripe, Prior=smooth or pre-trained model prior2026.06 | 27.91 | 0.8511 | 19.89 | |
| BTRMasking Pattern=Uniform(0.7)2026.06 | 27.32 | 0.6822 | 45.16 | |
| DeepTensorMasking Pattern=Stripe, Structure=deep (neural network)2026.06 | 26.44 | 0.757 | 29.53 | |
| tCTVMasking Pattern=Uniform(0.7), Prior=smooth or pre-trained model prior2026.06 | 26.4 | 0.5918 | 38.19 | |
| BCPMasking Pattern=Uniform(0.7)2026.06 | 26.28 | 0.6453 | 51.56 | |
| DeepTensorMasking Pattern=Uniform(0.9), Structure=deep (neural network)2026.06 | 26.11 | 0.6166 | 40.65 | |
| HLRTFMasking Pattern=Irregular, Structure=deep (neural network)2026.06 | 25.84 | 0.7742 | 37.27 | |
| HLRTFMasking Pattern=Stripe, Structure=deep (neural network)2026.06 | 25.21 | 0.7515 | 40.2 | |
| tCTVMasking Pattern=Uniform(0.9), Prior=smooth or pre-trained model prior2026.06 | 25.18 | 0.5994 | 48.16 | |
| HLRTFMasking Pattern=Uniform(0.9), Structure=deep (neural network)2026.06 | 25.12 | 0.6655 | 52.08 | |
| tCTVMasking Pattern=Irregular, Prior=smooth or pre-trained model prior2026.06 | 24.97 | 0.5398 | 36.03 | |
| BTRMasking Pattern=Irregular2026.06 | 24.91 | 0.6674 | 43.98 | |
| tCTVMasking Pattern=Stripe, Prior=smooth or pre-trained model prior2026.06 | 24.32 | 0.5861 | 43.59 | |
| BTRMasking Pattern=Uniform(0.9)2026.06 | 24.22 | 0.5858 | 56.23 | |
| GLONMasking Pattern=Irregular, Prior=smooth or pre-trained model prior2026.06 | 22.69 | 0.5321 | 40.89 | |
| BCPMasking Pattern=Irregular2026.06 | 22.64 | 0.6252 | 47.3 | |
| BCPMasking Pattern=Uniform(0.9)2026.06 | 21.61 | 0.4456 | 61.95 | |
| GLONMasking Pattern=Stripe, Prior=smooth or pre-trained model prior2026.06 | 21.38 | 0.5353 | 47.84 | |
| BTRMasking Pattern=Stripe2026.06 | 19.63 | 0.5035 | 53.22 | |
| GLONMasking Pattern=Uniform(0.7), Prior=smooth or pre-trained model prior2026.06 | 13.02 | 0.2718 | 62.89 | |
| BCPMasking Pattern=Stripe2026.06 | 9.26 | 0.2528 | 65.68 | |
| GLONMasking Pattern=Uniform(0.9), Prior=smooth or pre-trained model prior2026.06 | 7.47 | 0.1765 | 36.83 |