# Image Editing on GEdit-Bench EN (SC, PQ, Overall) Source: [Image Editing on GEdit-Bench EN (SC, PQ, Overall)]() Collection index: [llms.txt]() Data updated: 2026-07-07T08:38:47.004Z Evaluation of image editing performance on the GEdit-Bench English dataset, specifically reporting SC, PQ, and Overall 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 | Image Editing | | Dataset (including any stated split) | GEdit-Bench EN | | Metric | SC Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 17 of 17 | | 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 - [SC Score](): Higher is better; unit: SCALAR. - [PQ Score](): Higher is better; unit: SCALAR. - [Overall Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | SC Score | Result date | Report paper | | --- | --- | --- | --- | | BAGEL-RECA | 8.24 | Not recorded | 68fa7b601e209131cea88021 | | BAGEL-NHR | 8.04 | Not recorded | 68fa7b601e209131cea88021 | | BAGEL | 7.96 | Not recorded | 68fa7b601e209131cea88021 | | GPT-4o-Image | 7.85 | Not recorded | 68fa7b601e209131cea88021 | | GPT-4o | 7.85 | Not recorded | 68fa7c691e209131cea8defd | | BAGEL | 7.36 | Not recorded | 68fa7c691e209131cea8defd | | OmniGen2 | 7.16 | Not recorded | 68fa7c691e209131cea8defd | | Step1X-Edit | 7.09 | Not recorded | 68fa7c691e209131cea8defd | | UniVideo | 7.08 | Not recorded | 68fa7c691e209131cea8defd | | FLUX-Kontext | 6.95 | Not recorded | 68fa7b601e209131cea88021 | | OmniGen | 5.96 | Not recorded | 68fa7c691e209131cea8defd | | Gemini 2.0 | 5.43 | Not recorded | 68fa7b601e209131cea88021 | | ICEdit | 5.11 | Not recorded | 68fa7c691e209131cea8defd | | UniWorld-V1 | 4.93 | Not recorded | 68fa7c691e209131cea8defd | | MagicBrush | 4.68 | Not recorded | 68fa7c691e209131cea8defd | | Instruct-P2P | 3.58 | Not recorded | 68fa7c691e209131cea8defd | | AnyEdit | 3.18 | Not recorded | 68fa7c691e209131cea8defd | ### BAGEL-RECA SC Score: 8.24. Result ID: 6a3e2f96fbc373592c5f97e8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training":"post-trained with RECA"}. This record does not assert independent reproduction. ### BAGEL-NHR SC Score: 8.04. Result ID: 6a3e2f96fbc373592c5f97e5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BAGEL SC Score: 7.96. Result ID: 6a3e2f96fbc373592c5f97e7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### GPT-4o-Image SC Score: 7.85. Result ID: 6a3e2f96fbc373592c5f97e4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Status":"Private model"}. This record does not assert independent reproduction. ### GPT-4o SC Score: 7.85. Result ID: 6a4cbafb60b88bb339c8b153. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### BAGEL SC Score: 7.36. Result ID: 6a4cbafb60b88bb339c8b15a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OmniGen2 SC Score: 7.16. Result ID: 6a4cbafb60b88bb339c8b15c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Step1X-Edit SC Score: 7.09. Result ID: 6a4cbafb60b88bb339c8b159. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UniVideo SC Score: 7.08. Result ID: 6a4cbafb60b88bb339c8b15d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FLUX-Kontext SC Score: 6.95. Result ID: 6a3e2f96fbc373592c5f97e6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### OmniGen SC Score: 5.96. Result ID: 6a4cbafb60b88bb339c8b157. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Gemini 2.0 SC Score: 5.43. Result ID: 6a3e2f96fbc373592c5f97e3. [Reporting paper]() Recorded evaluation configuration: {"Status":"Private model"}. This record does not assert independent reproduction. ### ICEdit SC Score: 5.11. Result ID: 6a4cbafb60b88bb339c8b158. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UniWorld-V1 SC Score: 4.93. Result ID: 6a4cbafb60b88bb339c8b15b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MagicBrush SC Score: 4.68. Result ID: 6a4cbafb60b88bb339c8b154. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Instruct-P2P SC Score: 3.58. Result ID: 6a4cbafb60b88bb339c8b155. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AnyEdit SC Score: 3.18. Result ID: 6a4cbafb60b88bb339c8b156. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.