# Compositional Image Generation on COCO-MIG Avg Source: [Compositional Image Generation on COCO-MIG Avg]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:47:14.391Z Evaluation of models performing Compositional Image Generation on the COCO-MIG Avg subset/aggregate, utilizing metrics such as Instance Attribute Success Ratio, mIoU, CLIP, and Local CLIP. 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 | Compositional Image Generation | | Dataset (including any stated split) | COCO-MIG Avg | | Metric | Instance Attribute Success Ratio | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 14 of 14 | | 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 - [Instance Attribute Success Ratio](): Higher is better; unit: SCALAR. - [mIoU](): Higher is better; unit: PERCENT. - [CLIP Score](): Higher is better; unit: PERCENT. - [Local CLIP Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Instance Attribute Success Ratio | Result date | Report paper | | --- | --- | --- | --- | | MIGC | 60.41 | Not recorded | 693ba19d6cfd488761a553bf | | InstanceDiffusion | 58.49 | Not recorded | 693ba19d6cfd488761a553bf | | 3DIS | 45.23 | Not recorded | 693ba19d6cfd488761a553bf | | ACE | 40.46 | Not recorded | 693ba19d6cfd488761a553bf | | ACE | 37.84 | Not recorded | 693ba19d6cfd488761a553bf | | FKC | 31.99 | Not recorded | 693ba19d6cfd488761a553bf | | GLIGEN | 28.84 | Not recorded | 693ba19d6cfd488761a553bf | | FKC | 28.27 | Not recorded | 693ba19d6cfd488761a553bf | | NR | 21.04 | Not recorded | 693ba19d6cfd488761a553bf | | NR | 20.24 | Not recorded | 693ba19d6cfd488761a553bf | | SD3.5-M | 5.86 | Not recorded | 693ba19d6cfd488761a553bf | | Flux.1-dev | 5.08 | Not recorded | 693ba19d6cfd488761a553bf | | SDXL | 3.17 | Not recorded | 693ba19d6cfd488761a553bf | | SD1.5 | 3.11 | Not recorded | 693ba19d6cfd488761a553bf | ### MIGC Instance Attribute Success Ratio: 60.41. Result ID: 699629935698665ec46ab0cf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"SD1.4"}. This record does not assert independent reproduction. ### InstanceDiffusion Instance Attribute Success Ratio: 58.49. Result ID: 699629935698665ec46ab0ce. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"SD1.5"}. This record does not assert independent reproduction. ### 3DIS Instance Attribute Success Ratio: 45.23. Result ID: 699629935698665ec46ab0d0. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SD1.5"}. This record does not assert independent reproduction. ### ACE Instance Attribute Success Ratio: 40.46. Result ID: 699629935698665ec46ab0cc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SD2.1","B (Hyperparameter)":"5"}. This record does not assert independent reproduction. ### ACE Instance Attribute Success Ratio: 37.84. Result ID: 699629935698665ec46ab0c9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SD1.5","B (Hyperparameter)":"5"}. This record does not assert independent reproduction. ### FKC Instance Attribute Success Ratio: 31.99. Result ID: 699629935698665ec46ab0cb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SD2.1"}. This record does not assert independent reproduction. ### GLIGEN Instance Attribute Success Ratio: 28.84. Result ID: 699629935698665ec46ab0cd. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"SD1.4"}. This record does not assert independent reproduction. ### FKC Instance Attribute Success Ratio: 28.27. Result ID: 699629935698665ec46ab0c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SD1.5"}. This record does not assert independent reproduction. ### NR Instance Attribute Success Ratio: 21.04. Result ID: 699629935698665ec46ab0ca. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SD2.1"}. This record does not assert independent reproduction. ### NR Instance Attribute Success Ratio: 20.24. Result ID: 699629935698665ec46ab0c7. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SD1.5"}. This record does not assert independent reproduction. ### SD3.5-M Instance Attribute Success Ratio: 5.86. Result ID: 699629935698665ec46ab0c5. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SD3.5-M"}. This record does not assert independent reproduction. ### Flux.1-dev Instance Attribute Success Ratio: 5.08. Result ID: 699629935698665ec46ab0c6. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Flux.1-dev"}. This record does not assert independent reproduction. ### SDXL Instance Attribute Success Ratio: 3.17. Result ID: 699629935698665ec46ab0c4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SDXL"}. This record does not assert independent reproduction. ### SD1.5 Instance Attribute Success Ratio: 3.11. Result ID: 699629935698665ec46ab0c3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"SD1.5"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.