# Text Removal on Manga109 s Source: [Text Removal on Manga109 s]() Collection index: [llms.txt]() Data updated: 2026-03-31T10:22:18.218Z Evaluation of Text Removal performance on the Manga109 s dataset, measured using image quality metrics like PSNR, SSIM, and LPIPS, both globally and specifically within text regions. 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 | Text Removal | | Dataset (including any stated split) | Manga109 s | | Metric | PSNR (Full image) | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 8 of 8 | | 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 (Full image)](): Higher is better; unit: SCALAR. - [SSIM (Full image)](): Higher is better; unit: SCALAR. - [LPIPS (Full image)](): Lower is better; unit: SCALAR. - [PSNR (Text region)](): Higher is better; unit: SCALAR. - [SSIM (Text region)](): Higher is better; unit: SCALAR. ## Recorded results | Method | PSNR (Full image) | Result date | Report paper | | --- | --- | --- | --- | | SickZil-Machine | 24.94 | Not recorded | 69cb552d0636e5bf4afca00b | | Inference-time Trajectory Optimization | 22.07 | Not recorded | 69cb552d0636e5bf4afca00b | | Noise Inversion | 20.29 | Not recorded | 69cb552d0636e5bf4afca00b | | Baseline | 19.62 | Not recorded | 69cb552d0636e5bf4afca00b | | FlowChef | 16.91 | Not recorded | 69cb552d0636e5bf4afca00b | | FlowEdit | 14.48 | Not recorded | 69cb552d0636e5bf4afca00b | | FlowChef | 13.97 | Not recorded | 69cb552d0636e5bf4afca00b | | FlowEdit | 10.66 | Not recorded | 69cb552d0636e5bf4afca00b | ### SickZil-Machine PSNR (Full image): 24.94. Result ID: 69cba04b47f34ce924b48331. [Reporting paper]() Recorded evaluation configuration: {"Model":"Finetuned CNNs"}. This record does not assert independent reproduction. ### Inference-time Trajectory Optimization PSNR (Full image): 22.07. Result ID: 69cba04b47f34ce924b4832c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen Image Edit 2509"}. This record does not assert independent reproduction. ### Noise Inversion PSNR (Full image): 20.29. Result ID: 69cba04b47f34ce924b4832b. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen Image Edit 2509"}. This record does not assert independent reproduction. ### Baseline PSNR (Full image): 19.62. Result ID: 69cba04b47f34ce924b4832a. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen Image Edit 2509"}. This record does not assert independent reproduction. ### FlowChef PSNR (Full image): 16.91. Result ID: 69cba04b47f34ce924b4832f. [Reporting paper]() Recorded evaluation configuration: {"Model":"FLUX.1 \[dev\]"}. This record does not assert independent reproduction. ### FlowEdit PSNR (Full image): 14.48. Result ID: 69cba04b47f34ce924b48330. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"FLUX.1 \[dev\]"}. This record does not assert independent reproduction. ### FlowChef PSNR (Full image): 13.97. Result ID: 69cba04b47f34ce924b4832d. [Reporting paper]() Recorded evaluation configuration: {"Model":"Qwen Image 2512"}. This record does not assert independent reproduction. ### FlowEdit PSNR (Full image): 10.66. Result ID: 69cba04b47f34ce924b4832e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model":"Qwen Image 2512"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.