# Image Reconstruction on Lion image RFT Source: [Image Reconstruction on Lion image RFT]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:55:53.861Z Evaluation of image reconstruction models on the Lion image RFT 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 RFT | | 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 | 20.19 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 17.76 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 17.58 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 15.39 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 15.19 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 13.2 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 13.03 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 11.75 | Not recorded | 68fa71401e209131cea501a5 | | Communicated MINT | 11.46 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 10.89 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 10.88 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 10.17 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 9.45 | Not recorded | 68fa71401e209131cea501a5 | | Vanilla MINT | 9.16 | Not recorded | 68fa71401e209131cea501a5 | | Single-learner teaching | 8.87 | 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: 20.19. Result ID: 6991c03f3a6c3148490a56b3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":"210,000"}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 17.76. Result ID: 6991c03f3a6c3148490a56ad. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":"210,000"}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 17.58. Result ID: 6991c03f3a6c3148490a56b2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":"150,000"}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 15.39. Result ID: 6991c03f3a6c3148490a56b1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":"100,000"}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 15.19. Result ID: 6991c03f3a6c3148490a56ac. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":"150,000"}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 13.2. Result ID: 6991c03f3a6c3148490a56b0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":"50,000"}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 13.03. Result ID: 6991c03f3a6c3148490a56ab. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":"100,000"}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 11.75. Result ID: 6991c03f3a6c3148490a56a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":"210,000"}. This record does not assert independent reproduction. ### Communicated MINT PSNR: 11.46. Result ID: 6991c03f3a6c3148490a56af. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":"10,000"}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 10.89. Result ID: 6991c03f3a6c3148490a56a6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":"150,000"}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 10.88. Result ID: 6991c03f3a6c3148490a56aa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":"50,000"}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 10.17. Result ID: 6991c03f3a6c3148490a56a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":"100,000"}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 9.45. Result ID: 6991c03f3a6c3148490a56a4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":"50,000"}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 9.16. Result ID: 6991c03f3a6c3148490a56a9. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Iterations":"10,000"}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 8.87. Result ID: 6991c03f3a6c3148490a56a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":"10,000"}. This record does not assert independent reproduction. ### Single-learner teaching PSNR: 8.73. Result ID: 6991c03f3a6c3148490a56a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Iterations":"0"}. This record does not assert independent reproduction. ### Vanilla MINT PSNR: 8.73. Result ID: 6991c03f3a6c3148490a56a8. [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: 6991c03f3a6c3148490a56ae. [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.