# Perceptual Image Super-Resolution on ImageNet H.266 vvenc (val) Source: [Perceptual Image Super-Resolution on ImageNet H.266 vvenc (val)]() Collection index: [llms.txt]() Data updated: 2026-03-30T07:54:12.224Z Evaluation of perceptual image super-resolution models on the validation split of ImageNet, specifically using data processed or compressed via H.266 (vvenc), assessed using metrics including PSNR, LPIPS, FID, and bitrate (bpp). A research result applies to its stated dataset, split, metric and evaluation configuration. Compare like-for-like settings, preserve the metric's unit and direction, and distinguish paper-reported results from independent reproduction. The best result recorded here is not a claim of exhaustive, current global coverage. | Scope | Recorded value | | --- | --- | | Task | Perceptual Image Super-Resolution | | Dataset (including any stated split) | ImageNet H.266 vvenc (val) | | Metric | PSNR | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 18 of 18 | | Coverage | All results currently returned for this benchmark | Evaluation settings may differ between results. The original papers and recorded configurations are needed to establish comparability. A shared metric name alone does not establish an identical protocol. ## Metrics - [PSNR](): Higher is better; unit: SCALAR. - [Bitrate (bpp)](): Lower is better; unit: SIZE. - [LPIPS](): Lower is better; unit: SCALAR. - [DISTS](): Lower is better; unit: SCALAR. - [FID](): Lower is better; unit: SCALAR. - [BDBR](): Higher is better; unit: SCALAR. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | S3Diff + VRPSR (Ours) | 42.02 | Not recorded | 6925385fd6b0dd334292f774 | | Real-ESRGAN + VRPSR (Ours) | 39.16 | Not recorded | 6925385fd6b0dd334292f774 | | Real-ESRGAN | 29.01 | Not recorded | 6925385fd6b0dd334292f774 | | Real-ESRGAN | 28.81 | Not recorded | 6925385fd6b0dd334292f774 | | Real-ESRGAN + VRPSR (Ours) | 28.75 | Not recorded | 6925385fd6b0dd334292f774 | | Real-ESRGAN | 28.64 | Not recorded | 6925385fd6b0dd334292f774 | | Real-ESRGAN + VRPSR (Ours) | 28.58 | Not recorded | 6925385fd6b0dd334292f774 | | Real-ESRGAN | 28.39 | Not recorded | 6925385fd6b0dd334292f774 | | Real-ESRGAN + VRPSR (Ours) | 28.39 | Not recorded | 6925385fd6b0dd334292f774 | | Real-ESRGAN + VRPSR (Ours) | 28.11 | Not recorded | 6925385fd6b0dd334292f774 | | S3Diff | 27.52 | Not recorded | 6925385fd6b0dd334292f774 | | S3Diff | 27.48 | Not recorded | 6925385fd6b0dd334292f774 | | S3Diff + VRPSR (Ours) | 27.41 | Not recorded | 6925385fd6b0dd334292f774 | | S3Diff | 27.38 | Not recorded | 6925385fd6b0dd334292f774 | | S3Diff + VRPSR (Ours) | 27.32 | Not recorded | 6925385fd6b0dd334292f774 | | S3Diff | 27.17 | Not recorded | 6925385fd6b0dd334292f774 | | S3Diff + VRPSR (Ours) | 27.16 | Not recorded | 6925385fd6b0dd334292f774 | | S3Diff + VRPSR (Ours) | 26.79 | Not recorded | 6925385fd6b0dd334292f774 | ### S3Diff + VRPSR (Ours) PSNR: 42.02. Result ID: 69ca2c0b47f34ce924b29a5e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Evaluation":"BDBR summary"}. This record does not assert independent reproduction. ### Real-ESRGAN + VRPSR (Ours) PSNR: 39.16. Result ID: 69ca2c0b47f34ce924b29a55. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Evaluation":"BDBR summary"}. This record does not assert independent reproduction. ### Real-ESRGAN PSNR: 29.01. Result ID: 69ca2c0b47f34ce924b29a50. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"4"}. This record does not assert independent reproduction. ### Real-ESRGAN PSNR: 28.81. Result ID: 69ca2c0b47f34ce924b29a4f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"3"}. This record does not assert independent reproduction. ### Real-ESRGAN + VRPSR (Ours) PSNR: 28.75. Result ID: 69ca2c0b47f34ce924b29a54. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"4"}. This record does not assert independent reproduction. ### Real-ESRGAN PSNR: 28.64. Result ID: 69ca2c0b47f34ce924b29a4e. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"2"}. This record does not assert independent reproduction. ### Real-ESRGAN + VRPSR (Ours) PSNR: 28.58. Result ID: 69ca2c0b47f34ce924b29a53. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"3"}. This record does not assert independent reproduction. ### Real-ESRGAN PSNR: 28.39. Result ID: 69ca2c0b47f34ce924b29a4d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"1"}. This record does not assert independent reproduction. ### Real-ESRGAN + VRPSR (Ours) PSNR: 28.39. Result ID: 69ca2c0b47f34ce924b29a52. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"2"}. This record does not assert independent reproduction. ### Real-ESRGAN + VRPSR (Ours) PSNR: 28.11. Result ID: 69ca2c0b47f34ce924b29a51. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"1"}. This record does not assert independent reproduction. ### S3Diff PSNR: 27.52. Result ID: 69ca2c0b47f34ce924b29a59. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"4"}. This record does not assert independent reproduction. ### S3Diff PSNR: 27.48. Result ID: 69ca2c0b47f34ce924b29a58. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"3"}. This record does not assert independent reproduction. ### S3Diff + VRPSR (Ours) PSNR: 27.41. Result ID: 69ca2c0b47f34ce924b29a5d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"4"}. This record does not assert independent reproduction. ### S3Diff PSNR: 27.38. Result ID: 69ca2c0b47f34ce924b29a57. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"2"}. This record does not assert independent reproduction. ### S3Diff + VRPSR (Ours) PSNR: 27.32. Result ID: 69ca2c0b47f34ce924b29a5c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"3"}. This record does not assert independent reproduction. ### S3Diff PSNR: 27.17. Result ID: 69ca2c0b47f34ce924b29a56. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"1"}. This record does not assert independent reproduction. ### S3Diff + VRPSR (Ours) PSNR: 27.16. Result ID: 69ca2c0b47f34ce924b29a5b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"2"}. This record does not assert independent reproduction. ### S3Diff + VRPSR (Ours) PSNR: 26.79. Result ID: 69ca2c0b47f34ce924b29a5a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Codec":"H.266 (vvenc)","Bitrate Level":"1"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.