# Image Forgery Localization on DIS25k Unseen Domain Source: [Image Forgery Localization on DIS25k Unseen Domain]() Collection index: [llms.txt]() Data updated: 2026-06-23T08:10:37.694Z Evaluation of Image Forgery Localization performance on the DIS25k Unseen Domain dataset, measured using mIoU. 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 Forgery Localization | | Dataset (including any stated split) | DIS25k Unseen Domain | | Metric | mIoU | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 15 of 15 | | 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 - [mIoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | mIoU | Result date | Report paper | | --- | --- | --- | --- | | SARIF | 41.5 | Not recorded | 6a3a12db206542251d7c6d98 | | SAFIRE | 40.9 | Not recorded | 6a3a12db206542251d7c6d98 | | M2SFormer | 31.3 | Not recorded | 6a3a12db206542251d7c6d98 | | PIMNet | 30.1 | Not recorded | 6a3a12db206542251d7c6d98 | | EITLNet | 25.6 | Not recorded | 6a3a12db206542251d7c6d98 | | AutoSAM | 24.6 | Not recorded | 6a3a12db206542251d7c6d98 | | TransForensic | 24.1 | Not recorded | 6a3a12db206542251d7c6d98 | | IMDPromter | 21.3 | Not recorded | 6a3a12db206542251d7c6d98 | | FBINet | 20.3 | Not recorded | 6a3a12db206542251d7c6d98 | | MVSSNet | 17.4 | Not recorded | 6a3a12db206542251d7c6d98 | | SAM | 14 | Not recorded | 6a3a12db206542251d7c6d98 | | MantraNet | 7.4 | Not recorded | 6a3a12db206542251d7c6d98 | | RRUNet | 6.9 | Not recorded | 6a3a12db206542251d7c6d98 | | UNet | 5.5 | Not recorded | 6a3a12db206542251d7c6d98 | | MT-SENet | 4.8 | Not recorded | 6a3a12db206542251d7c6d98 | ### SARIF mIoU: 41.5. Result ID: 6a3a3f72fbc373592c3483d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### SAFIRE mIoU: 40.9. Result ID: 6a3a3f72fbc373592c3483d3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### M2SFormer mIoU: 31.3. Result ID: 6a3a3f72fbc373592c3483cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Trans.","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### PIMNet mIoU: 30.1. Result ID: 6a3a3f72fbc373592c3483cd. [Reporting paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### EITLNet mIoU: 25.6. Result ID: 6a3a3f72fbc373592c3483ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Trans.","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### AutoSAM mIoU: 24.6. Result ID: 6a3a3f72fbc373592c3483d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### TransForensic mIoU: 24.1. Result ID: 6a3a3f72fbc373592c3483c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### IMDPromter mIoU: 21.3. Result ID: 6a3a3f72fbc373592c3483d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### FBINet mIoU: 20.3. Result ID: 6a3a3f72fbc373592c3483ca. [Reporting paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### MVSSNet mIoU: 17.4. Result ID: 6a3a3f72fbc373592c3483cc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### SAM mIoU: 14. Result ID: 6a3a3f72fbc373592c3483d0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### MantraNet mIoU: 7.4. Result ID: 6a3a3f72fbc373592c3483c7. [Reporting paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### RRUNet mIoU: 6.9. Result ID: 6a3a3f72fbc373592c3483c8. [Reporting paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### UNet mIoU: 5.5. Result ID: 6a3a3f72fbc373592c3483c6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### MT-SENet mIoU: 4.8. Result ID: 6a3a3f72fbc373592c3483cb. [Reporting paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.