# Image Reconstruction on Lion image (test) Source: [Image Reconstruction on Lion image (test)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:55:53.877Z Evaluation of image reconstruction models using the test split of the Lion image 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 | Image Reconstruction | | Dataset (including any stated split) | Lion image (test) | | 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 | 20.03 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 18.23 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 16.89 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 16.44 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 16.08 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 11.62 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 9.82 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 8.92 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 8.48 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 8.33 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 8.03 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 7.87 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 7.72 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 7.66 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 7.6 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 7.58 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 7.58 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 7.58 | Not recorded | 68fa71401e209131cea501a5 | ### Communicated MINT PSNR: 20.03. Result ID: 6991c03f3a6c3148490a56c5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":90000}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 18.23. Result ID: 6991c03f3a6c3148490a56c4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":50000}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 16.89. Result ID: 6991c03f3a6c3148490a56c3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":20000}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 16.44. Result ID: 6991c03f3a6c3148490a56c2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":10000}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 16.08. Result ID: 6991c03f3a6c3148490a56c1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":2000}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 11.62. Result ID: 6991c03f3a6c3148490a56bf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":90000}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 9.82. Result ID: 6991c03f3a6c3148490a56be. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":50000}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 8.92. Result ID: 6991c03f3a6c3148490a56b9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":90000}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 8.48. Result ID: 6991c03f3a6c3148490a56bd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":20000}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 8.33. Result ID: 6991c03f3a6c3148490a56b8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":50000}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 8.03. Result ID: 6991c03f3a6c3148490a56bc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":10000}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 7.87. Result ID: 6991c03f3a6c3148490a56b7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":20000}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 7.72. Result ID: 6991c03f3a6c3148490a56b6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":10000}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 7.66. Result ID: 6991c03f3a6c3148490a56bb. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":2000}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 7.6. Result ID: 6991c03f3a6c3148490a56b5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":2000}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 7.58. Result ID: 6991c03f3a6c3148490a56b4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":0}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 7.58. Result ID: 6991c03f3a6c3148490a56ba. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":0}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 7.58. Result ID: 6991c03f3a6c3148490a56c0. [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.