# Image Reconstruction on Lion Image RGB (train) Source: [Image Reconstruction on Lion Image RGB (train)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:55:53.893Z Evaluation of image reconstruction models using the training split of the Lion Image RGB dataset, measured by 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 | Image Reconstruction | | Dataset (including any stated split) | Lion Image RGB (train) | | 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 | | --- | --- | --- | --- | | Communicated MINT | 24.58 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 22 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 21.5 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 18.98 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 18.74 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 16.27 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 15.62 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 14.49 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 13.19 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 12.99 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 12.38 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 11.66 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 10.23 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 10.01 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 9.16 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 8.73 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 8.73 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 8.73 | Not recorded | 68fa71401e209131cea501a5 | ### Communicated MINT PSNR: 24.58. Result ID: 6991c03f3a6c3148490a56d7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":210000}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 22. Result ID: 6991c03f3a6c3148490a56d1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":210000}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 21.5. Result ID: 6991c03f3a6c3148490a56d6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":150000}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 18.98. Result ID: 6991c03f3a6c3148490a56d0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":150000}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 18.74. Result ID: 6991c03f3a6c3148490a56d5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":100000}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 16.27. Result ID: 6991c03f3a6c3148490a56cf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":100000}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 15.62. Result ID: 6991c03f3a6c3148490a56d4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":50000}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 14.49. Result ID: 6991c03f3a6c3148490a56cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":210000}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 13.19. Result ID: 6991c03f3a6c3148490a56ce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":50000}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 12.99. Result ID: 6991c03f3a6c3148490a56ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":150000}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 12.38. Result ID: 6991c03f3a6c3148490a56d3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":10000}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 11.66. Result ID: 6991c03f3a6c3148490a56c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":100000}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 10.23. Result ID: 6991c03f3a6c3148490a56c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":50000}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 10.01. Result ID: 6991c03f3a6c3148490a56cd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":10000}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 9.16. Result ID: 6991c03f3a6c3148490a56c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":10000}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 8.73. Result ID: 6991c03f3a6c3148490a56c6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":0}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 8.73. Result ID: 6991c03f3a6c3148490a56cc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":0}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 8.73. Result ID: 6991c03f3a6c3148490a56d2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":0}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.