# Multi-image super-resolution on SyntheticBurst Source: [Multi-image super-resolution on SyntheticBurst]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:56:47.621Z Evaluation of Multi-image super-resolution performance on the SyntheticBurst dataset, measured using PSNR. 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 | Multi-image super-resolution | | Dataset (including any stated split) | SyntheticBurst | | 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. ## Recorded results | Method | PSNR | Result date | Report paper | | --- | --- | --- | --- | | SuperF | 29.48 | Not recorded | 693a501e6cfd488761a54b2c | | SuperF | 29.38 | Not recorded | 693a501e6cfd488761a54b2c | | SuperF | 27.9 | Not recorded | 693a501e6cfd488761a54b2c | | Bilinear | 27.66 | Not recorded | 693a501e6cfd488761a54b2c | | SuperF | 27.47 | Not recorded | 693a501e6cfd488761a54b2c | | SuperF | 27.08 | Not recorded | 693a501e6cfd488761a54b2c | | Lafenetre et al. | 27.02 | Not recorded | 693a501e6cfd488761a54b2c | | SuperF | 26.58 | Not recorded | 693a501e6cfd488761a54b2c | | Lafenetre et al. | 26.46 | Not recorded | 693a501e6cfd488761a54b2c | | Bilinear | 26.12 | Not recorded | 693a501e6cfd488761a54b2c | | Bilinear | 25.44 | Not recorded | 693a501e6cfd488761a54b2c | | Lafenetre et al. | 25.19 | Not recorded | 693a501e6cfd488761a54b2c | | NIR | 24.46 | Not recorded | 693a501e6cfd488761a54b2c | | NIR | 23.62 | Not recorded | 693a501e6cfd488761a54b2c | | NIR | 23.39 | Not recorded | 693a501e6cfd488761a54b2c | | NIR | 22.93 | Not recorded | 693a501e6cfd488761a54b2c | | NIR | 22.69 | Not recorded | 693a501e6cfd488761a54b2c | | NIR | 22.28 | Not recorded | 693a501e6cfd488761a54b2c | ### SuperF PSNR: 29.48. Result ID: 6998695b5698665ec4c8d417. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x2","Number of LR frames":"16","Number of iterations":"2k","Loss function":"GNLL"}. This record does not assert independent reproduction. ### SuperF PSNR: 29.38. Result ID: 6998695b5698665ec4c8d414. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x2","Number of LR frames":"16","Number of iterations":"2k","Loss function":"MSE"}. This record does not assert independent reproduction. ### SuperF PSNR: 27.9. Result ID: 6998695b5698665ec4c8d415. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x4","Number of LR frames":"16","Number of iterations":"2k","Loss function":"MSE"}. This record does not assert independent reproduction. ### Bilinear PSNR: 27.66. Result ID: 6998695b5698665ec4c8d408. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"x2","Number of LR frames":"16"}. This record does not assert independent reproduction. ### SuperF PSNR: 27.47. Result ID: 6998695b5698665ec4c8d418. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x4","Number of LR frames":"16","Number of iterations":"2k","Loss function":"GNLL"}. This record does not assert independent reproduction. ### SuperF PSNR: 27.08. Result ID: 6998695b5698665ec4c8d416. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x8","Number of LR frames":"16","Number of iterations":"2k","Loss function":"MSE"}. This record does not assert independent reproduction. ### Lafenetre et al. PSNR: 27.02. Result ID: 6998695b5698665ec4c8d40b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x2","Number of LR frames":"16"}. This record does not assert independent reproduction. ### SuperF PSNR: 26.58. Result ID: 6998695b5698665ec4c8d419. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x8","Number of LR frames":"16","Number of iterations":"2k","Loss function":"GNLL"}. This record does not assert independent reproduction. ### Lafenetre et al. PSNR: 26.46. Result ID: 6998695b5698665ec4c8d40c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x4","Number of LR frames":"16"}. This record does not assert independent reproduction. ### Bilinear PSNR: 26.12. Result ID: 6998695b5698665ec4c8d409. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"x4","Number of LR frames":"16"}. This record does not assert independent reproduction. ### Bilinear PSNR: 25.44. Result ID: 6998695b5698665ec4c8d40a. [Reporting paper]() Recorded evaluation configuration: {"Upscaling factor":"x8","Number of LR frames":"16"}. This record does not assert independent reproduction. ### Lafenetre et al. PSNR: 25.19. Result ID: 6998695b5698665ec4c8d40d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x8","Number of LR frames":"16"}. This record does not assert independent reproduction. ### NIR PSNR: 24.46. Result ID: 6998695b5698665ec4c8d411. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x2","Number of LR frames":"16","Number of iterations":"5k"}. This record does not assert independent reproduction. ### NIR PSNR: 23.62. Result ID: 6998695b5698665ec4c8d40e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x2","Number of LR frames":"16","Number of iterations":"2k"}. This record does not assert independent reproduction. ### NIR PSNR: 23.39. Result ID: 6998695b5698665ec4c8d412. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x4","Number of LR frames":"16","Number of iterations":"5k"}. This record does not assert independent reproduction. ### NIR PSNR: 22.93. Result ID: 6998695b5698665ec4c8d413. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x8","Number of LR frames":"16","Number of iterations":"5k"}. This record does not assert independent reproduction. ### NIR PSNR: 22.69. Result ID: 6998695b5698665ec4c8d40f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x4","Number of LR frames":"16","Number of iterations":"2k"}. This record does not assert independent reproduction. ### NIR PSNR: 22.28. Result ID: 6998695b5698665ec4c8d410. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Upscaling factor":"x8","Number of LR frames":"16","Number of iterations":"2k"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.