Semantic Image Reconstruction on FFHQ
56.94FIDADDPS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| ADDPST (Diffusion Steps)=1000, SNR=1 dB, Resolution=256 x 256, Bandwidth Compression Ratio=1/1922026.04 | 56.94 | 1.293 | 0.16 | 0.195 | 22.99 | 83.91 | |
| ADDPST (Diffusion Steps)=300, SNR=1 dB, Resolution=256 x 256, Bandwidth Compression Ratio=1/1922026.04 | 58.68 | 1.3348 | 0.1681 | 0.2066 | 22.77 | 83.45 | |
| DeepJSCC-LPIPSSNR=1 dB, Resolution=256 x 256, Bandwidth Compression Ratio=1/1922026.04 | 59.16 | 1.9739 | 0.1546 | 0.1903 | 21.98 | 83.23 | |
| HiFi-DiffComT (Diffusion Steps)=1000, SNR=1 dB, Resolution=256 x 256, Bandwidth Compression Ratio=1/1922026.04 | 59.54 | 1.2977 | 0.164 | 0.1978 | 23.8 | 84.11 | |
| HiFi-DiffComT (Diffusion Steps)=300, SNR=1 dB, Resolution=256 x 256, Bandwidth Compression Ratio=1/1922026.04 | 60.08 | 1.323 | 0.1697 | 0.2022 | 23.35 | 84.79 | |
| InverseJSCCSNR=1 dB, Resolution=256 x 256, Bandwidth Compression Ratio=1/1922026.04 | 67.7 | 1.3191 | 0.1764 | 0.2287 | 19.05 | 73.14 | |
| DeepJSCCSNR=1 dB, Resolution=256 x 256, Bandwidth Compression Ratio=1/1922026.04 | 108.62 | 2.1246 | 0.2782 | 0.3532 | 24.08 | 86.85 |