# Text-to-Image Generation on GenEval (GenEval Score and R Metric) Source: [Text-to-Image Generation on GenEval (GenEval Score and R Metric)]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:45:55.057Z Evaluation of Text-to-Image generation models on the GenEval dataset, reporting the primary GenEval score and the R metric. 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 | Text-to-Image Generation | | Dataset (including any stated split) | GenEval | | Metric | GenEval Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 16 of 16 | | 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 - [GenEval Score](): Higher is better; unit: PERCENT. - [R Metric (%)](): Lower is better; unit: PERCENT. ## Recorded results | Method | GenEval Score | Result date | Report paper | | --- | --- | --- | --- | | Base model | 87 | Not recorded | 691ff240d6b0dd334292e89e | | PPCL(14B) | 84.7 | Not recorded | 691ff240d6b0dd334292e89e | | PPCL(Fine-tuning) | 82.8 | Not recorded | 691ff240d6b0dd334292e89e | | PPCL(12B) | 80.1 | Not recorded | 691ff240d6b0dd334292e89e | | PPCL(10B) | 78.4 | Not recorded | 691ff240d6b0dd334292e89e | | HierarchicalPrune | 76.6 | Not recorded | 691ff240d6b0dd334292e89e | | TinyFusion | 73.9 | Not recorded | 691ff240d6b0dd334292e89e | | Base model | 66.5 | Not recorded | 691ff240d6b0dd334292e89e | | FLUX.1 Lite | 62.3 | Not recorded | 691ff240d6b0dd334292e89e | | Base model | 62.3 | Not recorded | 691ff240d6b0dd334292e89e | | PPCL(8B) | 60.5 | Not recorded | 691ff240d6b0dd334292e89e | | Chroma1-HD | 59.3 | Not recorded | 691ff240d6b0dd334292e89e | | PPCL(6.5B) | 59.3 | Not recorded | 691ff240d6b0dd334292e89e | | TinyFusion | 51.1 | Not recorded | 691ff240d6b0dd334292e89e | | HierarchicalPrune | 50.3 | Not recorded | 691ff240d6b0dd334292e89e | | Dense2MoE | 40.3 | Not recorded | 691ff240d6b0dd334292e89e | ### Base model GenEval Score: 87. Result ID: 699ea3da5698665ec46ed1cb. [Reporting paper]() Recorded evaluation configuration: {"Model Context":"Qwen-Image","P.(B)↓":20,"M.(%)↓":100,"L.(ms)↓":2625}. This record does not assert independent reproduction. ### PPCL(14B) GenEval Score: 84.7. Result ID: 699ea3da5698665ec46ed1ce. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Context":"Qwen-Image","P.(B)↓":14,"M.(%)↓":79.4,"L.(ms)↓":1792}. This record does not assert independent reproduction. ### PPCL(Fine-tuning) GenEval Score: 82.8. Result ID: 699ea3da5698665ec46ed1d1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Context":"Qwen-Image","P.(B)↓":10,"M.(%)↓":66.9,"L.(ms)↓":1462}. This record does not assert independent reproduction. ### PPCL(12B) GenEval Score: 80.1. Result ID: 699ea3da5698665ec46ed1cf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Context":"Qwen-Image","P.(B)↓":12,"M.(%)↓":71.4,"L.(ms)↓":1514}. This record does not assert independent reproduction. ### PPCL(10B) GenEval Score: 78.4. Result ID: 699ea3da5698665ec46ed1d0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Context":"Qwen-Image","P.(B)↓":10,"M.(%)↓":66.9,"L.(ms)↓":1462}. This record does not assert independent reproduction. ### HierarchicalPrune GenEval Score: 76.6. Result ID: 699ea3da5698665ec46ed1cd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Context":"Qwen-Image","P.(B)↓":14,"M.(%)↓":79.4,"L.(ms)↓":1786}. This record does not assert independent reproduction. ### TinyFusion GenEval Score: 73.9. Result ID: 699ea3da5698665ec46ed1cc. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Context":"Qwen-Image","P.(B)↓":14,"M.(%)↓":79.4,"L.(ms)↓":1789}. This record does not assert independent reproduction. ### Base model GenEval Score: 66.5. Result ID: 699ea3da5698665ec46ed1c2. [Reporting paper]() Recorded evaluation configuration: {"Model Context":"FLUX.1-dev","P.(B)↓":12,"M.(%)↓":100,"L.(ms)↓":715}. This record does not assert independent reproduction. ### FLUX.1 Lite GenEval Score: 62.3. Result ID: 699ea3da5698665ec46ed1c3. [Reporting paper]() Recorded evaluation configuration: {"Model Context":"FLUX.1-dev","P.(B)↓":8,"M.(%)↓":78.8,"L.(ms)↓":572}. This record does not assert independent reproduction. ### Base model GenEval Score: 62.3. Result ID: 699ea3da5698665ec46ed1c9. [Reporting paper]() Recorded evaluation configuration: {"Model Context":"FLUX.1 Lite","P.(B)↓":8,"M.(%)↓":78.8,"L.(ms)↓":572}. This record does not assert independent reproduction. ### PPCL(8B) GenEval Score: 60.5. Result ID: 699ea3da5698665ec46ed1c8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Context":"FLUX.1-dev","P.(B)↓":8,"M.(%)↓":74.4,"L.(ms)↓":535}. This record does not assert independent reproduction. ### Chroma1-HD GenEval Score: 59.3. Result ID: 699ea3da5698665ec46ed1c4. [Reporting paper]() Recorded evaluation configuration: {"Model Context":"FLUX.1-dev","P.(B)↓":8.9,"M.(%)↓":82.5,"L.(ms)↓":1714}. This record does not assert independent reproduction. ### PPCL(6.5B) GenEval Score: 59.3. Result ID: 699ea3da5698665ec46ed1ca. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Context":"FLUX.1 Lite","P.(B)↓":6.5,"M.(%)↓":69.2,"L.(ms)↓":428}. This record does not assert independent reproduction. ### TinyFusion GenEval Score: 51.1. Result ID: 699ea3da5698665ec46ed1c6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Model Context":"FLUX.1-dev","P.(B)↓":8,"M.(%)↓":74.4,"L.(ms)↓":534}. This record does not assert independent reproduction. ### HierarchicalPrune GenEval Score: 50.3. Result ID: 699ea3da5698665ec46ed1c7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Context":"FLUX.1-dev","P.(B)↓":8,"M.(%)↓":74.4,"L.(ms)↓":543}. This record does not assert independent reproduction. ### Dense2MoE GenEval Score: 40.3. Result ID: 699ea3da5698665ec46ed1c5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Model Context":"FLUX.1-dev","P.(B)↓":12,"M.(%)↓":100,"L.(ms)↓":312}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.