Perceptual Image Super-Resolution on ImageNet H.265 x265 (val)
28.95PSNRReal-ESRGAN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Real-ESRGANCodec=H.265 (x265), Bitrate Level=42025.11 | 28.95 | 0.33 | 0.249 | 0.132 | 24.16 | — | |
| Real-ESRGANCodec=H.265 (x265), Bitrate Level=32025.11 | 28.65 | 0.22 | 0.278 | 0.146 | 30.53 | — | |
| Real-ESRGAN + VRPSR (Ours)Codec=H.265 (x265), Bitrate Level=42025.11 | 28.64 | 0.33 | 0.234 | 0.128 | 22.25 | — | |
| Real-ESRGAN + VRPSR (Ours)Codec=H.265 (x265), Bitrate Level=32025.11 | 28.31 | 0.22 | 0.265 | 0.141 | 27.37 | — | |
| Real-ESRGANCodec=H.265 (x265), Bitrate Level=22025.11 | 28.27 | 0.15 | 0.309 | 0.162 | 38.14 | — | |
| Real-ESRGAN + VRPSR (Ours)Codec=H.265 (x265), Bitrate Level=22025.11 | 27.85 | 0.15 | 0.296 | 0.155 | 34.03 | — | |
| Real-ESRGANCodec=H.265 (x265), Bitrate Level=12025.11 | 27.54 | 0.11 | 0.359 | 0.19 | 51.37 | — | |
| S3DiffCodec=H.265 (x265), Bitrate Level=42025.11 | 27.46 | 0.35 | 0.261 | 0.14 | 26.97 | — | |
| S3Diff + VRPSR (Ours)Codec=H.265 (x265), Bitrate Level=42025.11 | 27.35 | 0.35 | 0.248 | 0.128 | 23.18 | — | |
| S3DiffCodec=H.265 (x265), Bitrate Level=32025.11 | 27.28 | 0.23 | 0.305 | 0.162 | 36.27 | — | |
| S3Diff + VRPSR (Ours)Codec=H.265 (x265), Evaluation=BDBR summary2025.11 | 27.23 | — | -12.53 | -20.67 | -19.49 | — | |
| S3DiffCodec=H.265 (x265), Bitrate Level=22025.11 | 27.12 | 0.2 | 0.331 | 0.176 | 42.07 | — | |
| Real-ESRGAN + VRPSR (Ours)Codec=H.265 (x265), Bitrate Level=12025.11 | 27.02 | 0.11 | 0.346 | 0.179 | 45.95 | — | |
| S3Diff + VRPSR (Ours)Codec=H.265 (x265), Bitrate Level=32025.11 | 27.02 | 0.23 | 0.287 | 0.146 | 29.42 | — | |
| S3Diff + VRPSR (Ours)Codec=H.265 (x265), Bitrate Level=22025.11 | 26.76 | 0.2 | 0.31 | 0.157 | 34.05 | — | |
| S3DiffCodec=H.265 (x265), Bitrate Level=12025.11 | 26.6 | 0.14 | 0.388 | 0.207 | 57.5 | — | |
| S3Diff + VRPSR (Ours)Codec=H.265 (x265), Bitrate Level=12025.11 | 26.04 | 0.14 | 0.364 | 0.186 | 48.54 | — | |
| Real-ESRGAN + VRPSR (Ours)Codec=H.265 (x265), Evaluation=BDBR summary2025.11 | 14.88 | — | -10.3 | -10.82 | -12.53 | — |