# Compositional Image Generation on COCO-MIG L6 Source: [Compositional Image Generation on COCO-MIG L6]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:47:14.373Z Evaluation of models performing Compositional Image Generation specifically on the Level 6 subset of the COCO-MIG dataset, assessed using Instance Attribute Success Ratio and 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 | Compositional Image Generation | | Dataset (including any stated split) | COCO-MIG L6 | | Metric | Instance Attribute Success Ratio | | Unit | PERCENT | | 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: PERCENT. - [mIoU](): Higher is better; unit: PERCENT. ## Recorded results | Method | Instance Attribute Success Ratio | Result date | Report paper | | --- | --- | --- | --- | | MIGC | 0.5913 | Not recorded | 693ba19d6cfd488761a553bf | | InstanceDiffusion | 0.5714 | Not recorded | 693ba19d6cfd488761a553bf | | 3DIS | 0.4122 | Not recorded | 693ba19d6cfd488761a553bf | | ACE | 0.349 | Not recorded | 693ba19d6cfd488761a553bf | | ACE | 0.324 | Not recorded | 693ba19d6cfd488761a553bf | | GLIGEN | 0.2698 | Not recorded | 693ba19d6cfd488761a553bf | | FKC | 0.2493 | Not recorded | 693ba19d6cfd488761a553bf | | FKC | 0.2288 | Not recorded | 693ba19d6cfd488761a553bf | | NR | 0.1954 | Not recorded | 693ba19d6cfd488761a553bf | | NR | 0.1878 | Not recorded | 693ba19d6cfd488761a553bf | | SD3.5-M | 0.044 | Not recorded | 693ba19d6cfd488761a553bf | | Flux.1-dev | 0.0322 | Not recorded | 693ba19d6cfd488761a553bf | | SDXL | 0.028 | Not recorded | 693ba19d6cfd488761a553bf | | SD1.5 | 0.0221 | Not recorded | 693ba19d6cfd488761a553bf | ### MIGC Instance Attribute Success Ratio: 0.5913. Result ID: 699629935698665ec46ab0c1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"SD1.4"}. This record does not assert independent reproduction. ### InstanceDiffusion Instance Attribute Success Ratio: 0.5714. Result ID: 699629935698665ec46ab0c0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"SD1.5"}. This record does not assert independent reproduction. ### 3DIS Instance Attribute Success Ratio: 0.4122. Result ID: 699629935698665ec46ab0c2. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SD1.5"}. This record does not assert independent reproduction. ### ACE Instance Attribute Success Ratio: 0.349. Result ID: 699629935698665ec46ab0be. [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: 0.324. Result ID: 699629935698665ec46ab0bb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SD1.5","B (Hyperparameter)":"5"}. This record does not assert independent reproduction. ### GLIGEN Instance Attribute Success Ratio: 0.2698. Result ID: 699629935698665ec46ab0bf. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Backbone":"SD1.4"}. This record does not assert independent reproduction. ### FKC Instance Attribute Success Ratio: 0.2493. Result ID: 699629935698665ec46ab0bd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SD2.1"}. This record does not assert independent reproduction. ### FKC Instance Attribute Success Ratio: 0.2288. Result ID: 699629935698665ec46ab0ba. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SD1.5"}. This record does not assert independent reproduction. ### NR Instance Attribute Success Ratio: 0.1954. Result ID: 699629935698665ec46ab0b9. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SD1.5"}. This record does not assert independent reproduction. ### NR Instance Attribute Success Ratio: 0.1878. Result ID: 699629935698665ec46ab0bc. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SD2.1"}. This record does not assert independent reproduction. ### SD3.5-M Instance Attribute Success Ratio: 0.044. Result ID: 699629935698665ec46ab0b7. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"SD3.5-M"}. This record does not assert independent reproduction. ### Flux.1-dev Instance Attribute Success Ratio: 0.0322. Result ID: 699629935698665ec46ab0b8. [Reporting paper]() Recorded evaluation configuration: {"Backbone":"Flux.1-dev"}. This record does not assert independent reproduction. ### SDXL Instance Attribute Success Ratio: 0.028. Result ID: 699629935698665ec46ab0b6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SDXL"}. This record does not assert independent reproduction. ### SD1.5 Instance Attribute Success Ratio: 0.0221. Result ID: 699629935698665ec46ab0b5. [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.