# Image Forgery Localization on CASIA Seen Domain v2 Source: [Image Forgery Localization on CASIA Seen Domain v2]() Collection index: [llms.txt]() Data updated: 2026-06-23T08:10:37.654Z Evaluation of Image Forgery Localization performance on the CASIA Seen Domain v2 dataset, reporting 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) | CASIA Seen Domain v2 | | 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 | 56.7 | Not recorded | 6a3a12db206542251d7c6d98 | | M2SFormer | 50.8 | Not recorded | 6a3a12db206542251d7c6d98 | | PIMNet | 48.5 | Not recorded | 6a3a12db206542251d7c6d98 | | EITLNet | 47.9 | Not recorded | 6a3a12db206542251d7c6d98 | | SAFIRE | 45.5 | Not recorded | 6a3a12db206542251d7c6d98 | | AutoSAM | 41.7 | Not recorded | 6a3a12db206542251d7c6d98 | | TransForensic | 32 | Not recorded | 6a3a12db206542251d7c6d98 | | FBINet | 29.2 | Not recorded | 6a3a12db206542251d7c6d98 | | IMDPromter | 25.9 | Not recorded | 6a3a12db206542251d7c6d98 | | UNet | 25.8 | Not recorded | 6a3a12db206542251d7c6d98 | | MVSSNet | 23.4 | Not recorded | 6a3a12db206542251d7c6d98 | | SAM | 21 | Not recorded | 6a3a12db206542251d7c6d98 | | RRUNet | 15.8 | Not recorded | 6a3a12db206542251d7c6d98 | | MT-SENet | 14.6 | Not recorded | 6a3a12db206542251d7c6d98 | | MantraNet | 11.9 | Not recorded | 6a3a12db206542251d7c6d98 | ### SARIF mIoU: 56.7. Result ID: 6a3a3f72fbc373592c3483c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### M2SFormer mIoU: 50.8. Result ID: 6a3a3f72fbc373592c3483c0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Trans.","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### PIMNet mIoU: 48.5. Result ID: 6a3a3f72fbc373592c3483be. [Reporting paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### EITLNet mIoU: 47.9. Result ID: 6a3a3f72fbc373592c3483bf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Trans.","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### SAFIRE mIoU: 45.5. Result ID: 6a3a3f72fbc373592c3483c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### AutoSAM mIoU: 41.7. Result ID: 6a3a3f72fbc373592c3483c2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### TransForensic mIoU: 32. Result ID: 6a3a3f72fbc373592c3483ba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### FBINet mIoU: 29.2. Result ID: 6a3a3f72fbc373592c3483bb. [Reporting paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### IMDPromter mIoU: 25.9. Result ID: 6a3a3f72fbc373592c3483c3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### UNet mIoU: 25.8. Result ID: 6a3a3f72fbc373592c3483b7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### MVSSNet mIoU: 23.4. Result ID: 6a3a3f72fbc373592c3483bd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### SAM mIoU: 21. Result ID: 6a3a3f72fbc373592c3483c1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### RRUNet mIoU: 15.8. Result ID: 6a3a3f72fbc373592c3483b9. [Reporting paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### MT-SENet mIoU: 14.6. Result ID: 6a3a3f72fbc373592c3483bc. [Reporting paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### MantraNet mIoU: 11.9. Result ID: 6a3a3f72fbc373592c3483b8. [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.