# Image Manipulation Localization on DEAL 300K Source: [Image Manipulation Localization on DEAL 300K]() Collection index: [llms.txt]() Data updated: 2026-05-28T08:21:46.601Z Evaluation of Image Manipulation Localization performance on the DEAL 300K dataset, reporting F1 score and IoU. 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 Manipulation Localization | | Dataset (including any stated split) | DEAL 300K | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [F1 Score](): Higher is better; unit: PERCENT. - [IoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | CAT-Net | 29.99 | Not recorded | 6a17cc2fdbd7150506f81440 | | Trufor | 27.85 | Not recorded | 6a17cc2fdbd7150506f81440 | | IML-ViT | 27.51 | Not recorded | 6a17cc2fdbd7150506f81440 | | PSCC-Net | 21.16 | Not recorded | 6a17cc2fdbd7150506f81440 | | PSCC-Net | 20.19 | Not recorded | 6a17cc2fdbd7150506f81440 | | MVSSNet | 20.05 | Not recorded | 6a17cc2fdbd7150506f81440 | | IML-ViT | 13.69 | Not recorded | 6a17cc2fdbd7150506f81440 | | MTCL | 12.47 | Not recorded | 6a17cc2fdbd7150506f81440 | | CAT-Net | 12.14 | Not recorded | 6a17cc2fdbd7150506f81440 | | Trufor | 9.26 | Not recorded | 6a17cc2fdbd7150506f81440 | | MVSSNet | 5.43 | Not recorded | 6a17cc2fdbd7150506f81440 | | MTCL | 3.13 | Not recorded | 6a17cc2fdbd7150506f81440 | ### CAT-Net F1 Score: 29.99. Result ID: 6a17fa53fbc373592c11a608. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights":"Finetune w/ SA"}. This record does not assert independent reproduction. ### Trufor F1 Score: 27.85. Result ID: 6a17fa53fbc373592c11a610. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights":"Finetune w/ SA"}. This record does not assert independent reproduction. ### IML-ViT F1 Score: 27.51. Result ID: 6a17fa53fbc373592c11a60c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights":"Finetune w/ SA"}. This record does not assert independent reproduction. ### PSCC-Net F1 Score: 21.16. Result ID: 6a17fa53fbc373592c11a60e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights":"Finetune w/ SA"}. This record does not assert independent reproduction. ### PSCC-Net F1 Score: 20.19. Result ID: 6a17fa53fbc373592c11a60d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights":"Public Weight"}. This record does not assert independent reproduction. ### MVSSNet F1 Score: 20.05. Result ID: 6a17fa53fbc373592c11a60a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights":"Finetune w/ SA"}. This record does not assert independent reproduction. ### IML-ViT F1 Score: 13.69. Result ID: 6a17fa53fbc373592c11a60b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights":"Public Weight"}. This record does not assert independent reproduction. ### MTCL F1 Score: 12.47. Result ID: 6a17fa53fbc373592c11a612. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights":"Finetune w/ SA"}. This record does not assert independent reproduction. ### CAT-Net F1 Score: 12.14. Result ID: 6a17fa53fbc373592c11a607. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights":"Public Weight"}. This record does not assert independent reproduction. ### Trufor F1 Score: 9.26. Result ID: 6a17fa53fbc373592c11a60f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights":"Public Weight"}. This record does not assert independent reproduction. ### MVSSNet F1 Score: 5.43. Result ID: 6a17fa53fbc373592c11a609. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights":"Public Weight"}. This record does not assert independent reproduction. ### MTCL F1 Score: 3.13. Result ID: 6a17fa53fbc373592c11a611. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Weights":"Public Weight"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.