# Image Forgery Detection on AutoSplice Source: [Image Forgery Detection on AutoSplice]() Collection index: [llms.txt]() Data updated: 2026-06-11T09:42:42.838Z Evaluation of Image Forgery Detection performance on the AutoSplice dataset, reporting Accuracy (ACC) and F1 score. 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 Detection | | Dataset (including any stated split) | AutoSplice | | Metric | F1 Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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. - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | F1 Score | Result date | Report paper | | --- | --- | --- | --- | | ForgeryGPT | 76 | Not recorded | 68fa767c1e209131cea6d58b | | MVSS-Net | 71.1 | Not recorded | 68fa767c1e209131cea6d58b | | HiFi-Net++ | 70.8 | Not recorded | 68fa767c1e209131cea6d58b | | DiffForensics | 67.9 | Not recorded | 68fa767c1e209131cea6d58b | | FAKESHIELD | 65.9 | Not recorded | 68fa767c1e209131cea6d58b | | PSCCNet | 64.2 | Not recorded | 68fa767c1e209131cea6d58b | | H-LSTM | 61.3 | Not recorded | 68fa767c1e209131cea6d58b | | HiFi-Net | 60.6 | Not recorded | 68fa767c1e209131cea6d58b | | ManTra-Net | 60.1 | Not recorded | 68fa767c1e209131cea6d58b | | SIDA | 60.1 | Not recorded | 68fa767c1e209131cea6d58b | | CAT-Net | 59 | Not recorded | 68fa767c1e209131cea6d58b | | GSR-Net | 50.9 | Not recorded | 68fa767c1e209131cea6d58b | | SATL-Net | 39.2 | Not recorded | 68fa767c1e209131cea6d58b | | SparseViT | 38.6 | Not recorded | 68fa7bce1e209131cea8a8fa | | Relay-Seg | 37.9 | Not recorded | 68fa7bce1e209131cea8a8fa | | Relay-ViT | 28.9 | Not recorded | 68fa7bce1e209131cea8a8fa | | IML-ViT | 22.1 | Not recorded | 68fa7bce1e209131cea8a8fa | | Mesorch | 21.6 | Not recorded | 68fa7bce1e209131cea8a8fa | ### ForgeryGPT F1 Score: 76. Result ID: 69d3596547f34ce924baa35a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MVSS-Net F1 Score: 71.1. Result ID: 69d3596547f34ce924baa351. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HiFi-Net++ F1 Score: 70.8. Result ID: 69d3596547f34ce924baa356. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DiffForensics F1 Score: 67.9. Result ID: 69d3596547f34ce924baa357. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FAKESHIELD F1 Score: 65.9. Result ID: 69d3596547f34ce924baa358. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PSCCNet F1 Score: 64.2. Result ID: 69d3596547f34ce924baa354. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### H-LSTM F1 Score: 61.3. Result ID: 69d3596547f34ce924baa34e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HiFi-Net F1 Score: 60.6. Result ID: 69d3596547f34ce924baa355. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ManTra-Net F1 Score: 60.1. Result ID: 69d3596547f34ce924baa34f. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SIDA F1 Score: 60.1. Result ID: 69d3596547f34ce924baa359. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CAT-Net F1 Score: 59. Result ID: 69d3596547f34ce924baa352. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GSR-Net F1 Score: 50.9. Result ID: 69d3596547f34ce924baa350. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SATL-Net F1 Score: 39.2. Result ID: 69d3596547f34ce924baa353. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SparseViT F1 Score: 38.6. Result ID: 6a2a830afbc373592c280ee6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Relay-Seg F1 Score: 37.9. Result ID: 6a2a830afbc373592c280ee9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Relay-ViT F1 Score: 28.9. Result ID: 6a2a830afbc373592c280ee8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"Vision Transformer"}. This record does not assert independent reproduction. ### IML-ViT F1 Score: 22.1. Result ID: 6a2a830afbc373592c280ee5. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Vision Transformer"}. This record does not assert independent reproduction. ### Mesorch F1 Score: 21.6. Result ID: 6a2a830afbc373592c280ee7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. 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