Perceptual Image Super-Resolution on ImageNet H.264 x264 (val)
28.78PSNRReal-ESRGAN
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Real-ESRGANCodec=H.264 (x264), Bitrate Level=42025.11 | 28.78 | 0.45 | 0.226 | 0.134 | 23.33 | — | |
| Real-ESRGAN + VRPSR (Ours)Codec=H.264 (x264), Bitrate Level=42025.11 | 28.5 | 0.45 | 0.211 | 0.128 | 20.75 | — | |
| Real-ESRGANCodec=H.264 (x264), Bitrate Level=32025.11 | 28.18 | 0.26 | 0.266 | 0.163 | 32.64 | — | |
| Real-ESRGAN + VRPSR (Ours)Codec=H.264 (x264), Bitrate Level=32025.11 | 27.89 | 0.26 | 0.252 | 0.152 | 27.8 | — | |
| Real-ESRGANCodec=H.264 (x264), Bitrate Level=22025.11 | 27.6 | 0.18 | 0.302 | 0.189 | 41.51 | — | |
| S3DiffCodec=H.264 (x264), Bitrate Level=42025.11 | 27.29 | 0.29 | 0.256 | 0.153 | 27.87 | — | |
| Real-ESRGAN + VRPSR (Ours)Codec=H.264 (x264), Bitrate Level=22025.11 | 27.28 | 0.18 | 0.288 | 0.175 | 35.86 | — | |
| S3Diff + VRPSR (Ours)Codec=H.264 (x264), Bitrate Level=42025.11 | 27.07 | 0.29 | 0.236 | 0.135 | 23.23 | — | |
| S3DiffCodec=H.264 (x264), Bitrate Level=32025.11 | 26.92 | 0.18 | 0.308 | 0.186 | 39.3 | — | |
| Real-ESRGANCodec=H.264 (x264), Bitrate Level=12025.11 | 26.63 | 0.12 | 0.361 | 0.225 | 56.95 | — | |
| S3DiffCodec=H.264 (x264), Bitrate Level=22025.11 | 26.63 | 0.14 | 0.337 | 0.205 | 46.69 | — | |
| S3Diff + VRPSR (Ours)Codec=H.264 (x264), Bitrate Level=32025.11 | 26.6 | 0.18 | 0.28 | 0.162 | 30.91 | — | |
| Real-ESRGAN + VRPSR (Ours)Codec=H.264 (x264), Bitrate Level=12025.11 | 26.32 | 0.12 | 0.345 | 0.21 | 50.08 | — | |
| S3Diff + VRPSR (Ours)Codec=H.264 (x264), Bitrate Level=22025.11 | 26.26 | 0.14 | 0.306 | 0.18 | 36.55 | — | |
| S3DiffCodec=H.264 (x264), Bitrate Level=12025.11 | 25.84 | 0.1 | 0.4 | 0.244 | 65 | — | |
| S3Diff + VRPSR (Ours)Codec=H.264 (x264), Bitrate Level=12025.11 | 25.4 | 0.1 | 0.365 | 0.218 | 52.73 | — | |
| S3Diff + VRPSR (Ours)Codec=H.264 (x264), Evaluation=BDBR summary2025.11 | 24.01 | — | -20.13 | -25.07 | -24.48 | — | |
| Real-ESRGAN + VRPSR (Ours)Codec=H.264 (x264), Evaluation=BDBR summary2025.11 | 20.83 | — | -12.6 | -16.17 | -18.07 | — |