# Authenticity detection on OmniFake 1.0 (Part II) Source: [Authenticity detection on OmniFake 1.0 (Part II)]() Collection index: [llms.txt]() Data updated: 2026-07-01T08:42:16.176Z Evaluation of authenticity detection performance on the OmniFake 1.0 (Part II) dataset, reporting F-Acc, R-Acc, Accuracy, and AP scores. 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 | Authenticity detection | | Dataset (including any stated split) | OmniFake 1.0 (Part II) | | Metric | F-Acc | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 7 of 7 | | 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 - [F-Acc](): Higher is better; unit: PERCENT. - [R-Acc](): Higher is better; unit: PERCENT. - [Accuracy](): Higher is better; unit: PERCENT. - [AP](): Higher is better; unit: PERCENT. ## Recorded results | Method | F-Acc | Result date | Report paper | | --- | --- | --- | --- | | OmniDFA | 96.36 | Not recorded | 68fa7bc81e209131cea8a6f9 | | FSD | 83.33 | Not recorded | 68fa7bc81e209131cea8a6f9 | | AIDE | 83.2 | Not recorded | 68fa7bc81e209131cea8a6f9 | | ComFor | 80.78 | Not recorded | 68fa7bc81e209131cea8a6f9 | | NPR | 75.99 | Not recorded | 68fa7bc81e209131cea8a6f9 | | SAFE | 73.73 | Not recorded | 68fa7bc81e209131cea8a6f9 | | UnivFD | 24.08 | Not recorded | 68fa7bc81e209131cea8a6f9 | ### OmniDFA F-Acc: 96.36. Result ID: 6a44d2e673d097d845bfa469. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"zero-shot":"true"}. This record does not assert independent reproduction. ### FSD F-Acc: 83.33. Result ID: 6a44d2e673d097d845bfa468. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"zero-shot":"true"}. This record does not assert independent reproduction. ### AIDE F-Acc: 83.2. Result ID: 6a44d2e673d097d845bfa465. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"zero-shot":"true"}. This record does not assert independent reproduction. ### ComFor F-Acc: 80.78. Result ID: 6a44d2e673d097d845bfa467. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"zero-shot":"true"}. This record does not assert independent reproduction. ### NPR F-Acc: 75.99. Result ID: 6a44d2e673d097d845bfa464. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"zero-shot":"true"}. This record does not assert independent reproduction. ### SAFE F-Acc: 73.73. Result ID: 6a44d2e673d097d845bfa466. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"zero-shot":"true"}. This record does not assert independent reproduction. ### UnivFD F-Acc: 24.08. Result ID: 6a44d2e673d097d845bfa463. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"zero-shot":"true"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.