# Image Forgery Localization on CASIA Unseen Domain v1 Source: [Image Forgery Localization on CASIA Unseen Domain v1]() Collection index: [llms.txt]() Data updated: 2026-06-23T08:10:37.721Z Evaluation of Image Forgery Localization performance on the CASIA Unseen Domain v1 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 Unseen Domain v1 | | 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 | 52 | Not recorded | 6a3a12db206542251d7c6d98 | | M2SFormer | 50.1 | Not recorded | 6a3a12db206542251d7c6d98 | | SAFIRE | 49.6 | Not recorded | 6a3a12db206542251d7c6d98 | | EITLNet | 46.5 | Not recorded | 6a3a12db206542251d7c6d98 | | PIMNet | 42.2 | Not recorded | 6a3a12db206542251d7c6d98 | | AutoSAM | 38.9 | Not recorded | 6a3a12db206542251d7c6d98 | | IMDPromter | 37.9 | Not recorded | 6a3a12db206542251d7c6d98 | | TransForensic | 35 | Not recorded | 6a3a12db206542251d7c6d98 | | FBINet | 30.8 | Not recorded | 6a3a12db206542251d7c6d98 | | MVSSNet | 27.3 | Not recorded | 6a3a12db206542251d7c6d98 | | SAM | 26.9 | Not recorded | 6a3a12db206542251d7c6d98 | | UNet | 19.5 | Not recorded | 6a3a12db206542251d7c6d98 | | RRUNet | 18.9 | Not recorded | 6a3a12db206542251d7c6d98 | | MT-SENet | 12.8 | Not recorded | 6a3a12db206542251d7c6d98 | | MantraNet | 12.1 | Not recorded | 6a3a12db206542251d7c6d98 | ### SARIF mIoU: 52. Result ID: 6a3a3f72fbc373592c3483e3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### M2SFormer mIoU: 50.1. Result ID: 6a3a3f72fbc373592c3483de. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Trans.","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### SAFIRE mIoU: 49.6. Result ID: 6a3a3f72fbc373592c3483e2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### EITLNet mIoU: 46.5. Result ID: 6a3a3f72fbc373592c3483dd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Trans.","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### PIMNet mIoU: 42.2. Result ID: 6a3a3f72fbc373592c3483dc. [Reporting paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### AutoSAM mIoU: 38.9. Result ID: 6a3a3f72fbc373592c3483e0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### IMDPromter mIoU: 37.9. Result ID: 6a3a3f72fbc373592c3483e1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### TransForensic mIoU: 35. Result ID: 6a3a3f72fbc373592c3483d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### FBINet mIoU: 30.8. Result ID: 6a3a3f72fbc373592c3483d9. [Reporting paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### MVSSNet mIoU: 27.3. Result ID: 6a3a3f72fbc373592c3483db. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### SAM mIoU: 26.9. Result ID: 6a3a3f72fbc373592c3483df. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"SAM","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### UNet mIoU: 19.5. Result ID: 6a3a3f72fbc373592c3483d5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### RRUNet mIoU: 18.9. Result ID: 6a3a3f72fbc373592c3483d7. [Reporting paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### MT-SENet mIoU: 12.8. Result ID: 6a3a3f72fbc373592c3483da. [Reporting paper]() Recorded evaluation configuration: {"Type":"Convolution","Training Scheme":"CASIAv2 \[65\]"}. This record does not assert independent reproduction. ### MantraNet mIoU: 12.1. Result ID: 6a3a3f72fbc373592c3483d6. [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.