# React UI Generation on Cookie-Bench (Dynamic split) Source: [React UI Generation on Cookie-Bench (Dynamic split)]() Collection index: [llms.txt]() Data updated: 2026-05-29T10:43:44.640Z Evaluation of model performance on generating React User Interfaces using the Cookie-Bench dataset, specifically utilizing the dynamic split. 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 | React UI Generation | | Dataset (including any stated split) | Cookie-Bench (Dynamic split) | | Metric | Functionality Score | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 26 of 26 | | 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 - [Functionality Score](): Higher is better; unit: PERCENT. - [Aesthetics Score](): Higher is better; unit: PERCENT. - [Total Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Functionality Score | Result date | Report paper | | --- | --- | --- | --- | | Opus 4.6 | 87.8 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Opus 4.7 | 87.8 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Opus 4.7 | 85.8 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Kimi-K2.6 | 85 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Qwen3.6-Plus | 83.9 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Opus 4.6 | 82.2 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Mimo-V2-Pro | 82.1 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Kimi-K2.6 | 81.6 | Not recorded | 6a191ddfdbd7150506f82ba8 | | DS-V4-Pro | 80.9 | Not recorded | 6a191ddfdbd7150506f82ba8 | | GPT-5.4 | 80.9 | Not recorded | 6a191ddfdbd7150506f82ba8 | | GLM-5.1 | 80.6 | Not recorded | 6a191ddfdbd7150506f82ba8 | | GPT-5.4 | 80.5 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Gemini-3.1-Pro | 80.5 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Mimo-V2-Pro | 79.9 | Not recorded | 6a191ddfdbd7150506f82ba8 | | GLM-5.1 | 79.5 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Qwen3.6-Plus | 78.7 | Not recorded | 6a191ddfdbd7150506f82ba8 | | DS-V4-Flash | 78.1 | Not recorded | 6a191ddfdbd7150506f82ba8 | | DS-V4-Pro | 76.8 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Qwen3.6-27B | 75.6 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Gemini-3-Flash | 74.3 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Qwen3.6-27B | 73.3 | Not recorded | 6a191ddfdbd7150506f82ba8 | | DS-V4-Flash | 71.1 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Gemini-3.1-Pro | 70.8 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Gemini-3-Flash | 68.8 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Qwen3.6-35B-A3B | 67.7 | Not recorded | 6a191ddfdbd7150506f82ba8 | | Qwen3.6-35B-A3B | 67.3 | Not recorded | 6a191ddfdbd7150506f82ba8 | ### Opus 4.6 Functionality Score: 87.8. Result ID: 6a196ce7fbc373592c14783a. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"React agent scaffold"}. This record does not assert independent reproduction. ### Opus 4.7 Functionality Score: 87.8. Result ID: 6a196ce7fbc373592c147862. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"HTML direct chat"}. This record does not assert independent reproduction. ### Opus 4.7 Functionality Score: 85.8. Result ID: 6a196ce7fbc373592c14783b. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"React agent scaffold"}. This record does not assert independent reproduction. ### Kimi-K2.6 Functionality Score: 85. Result ID: 6a196ce7fbc373592c147860. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"HTML direct chat"}. This record does not assert independent reproduction. ### Qwen3.6-Plus Functionality Score: 83.9. Result ID: 6a196ce7fbc373592c147835. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"React agent scaffold"}. This record does not assert independent reproduction. ### Opus 4.6 Functionality Score: 82.2. Result ID: 6a196ce7fbc373592c147861. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"HTML direct chat"}. This record does not assert independent reproduction. ### Mimo-V2-Pro Functionality Score: 82.1. Result ID: 6a196ce7fbc373592c147837. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"React agent scaffold"}. This record does not assert independent reproduction. ### Kimi-K2.6 Functionality Score: 81.6. Result ID: 6a196ce7fbc373592c147839. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"React agent scaffold"}. This record does not assert independent reproduction. ### DS-V4-Pro Functionality Score: 80.9. Result ID: 6a196ce7fbc373592c14785b. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"HTML direct chat"}. This record does not assert independent reproduction. ### GPT-5.4 Functionality Score: 80.9. Result ID: 6a196ce7fbc373592c14785f. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"HTML direct chat"}. This record does not assert independent reproduction. ### GLM-5.1 Functionality Score: 80.6. Result ID: 6a196ce7fbc373592c14785d. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"HTML direct chat"}. This record does not assert independent reproduction. ### GPT-5.4 Functionality Score: 80.5. Result ID: 6a196ce7fbc373592c147838. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"React agent scaffold"}. This record does not assert independent reproduction. ### Gemini-3.1-Pro Functionality Score: 80.5. Result ID: 6a196ce7fbc373592c147858. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"HTML direct chat"}. This record does not assert independent reproduction. ### Mimo-V2-Pro Functionality Score: 79.9. Result ID: 6a196ce7fbc373592c14785e. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"HTML direct chat"}. This record does not assert independent reproduction. ### GLM-5.1 Functionality Score: 79.5. Result ID: 6a196ce7fbc373592c147836. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"React agent scaffold"}. This record does not assert independent reproduction. ### Qwen3.6-Plus Functionality Score: 78.7. Result ID: 6a196ce7fbc373592c14785c. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"HTML direct chat"}. This record does not assert independent reproduction. ### DS-V4-Flash Functionality Score: 78.1. Result ID: 6a196ce7fbc373592c14785a. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"HTML direct chat"}. This record does not assert independent reproduction. ### DS-V4-Pro Functionality Score: 76.8. Result ID: 6a196ce7fbc373592c147834. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"React agent scaffold"}. This record does not assert independent reproduction. ### Qwen3.6-27B Functionality Score: 75.6. Result ID: 6a196ce7fbc373592c147832. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"React agent scaffold"}. This record does not assert independent reproduction. ### Gemini-3-Flash Functionality Score: 74.3. Result ID: 6a196ce7fbc373592c147857. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"HTML direct chat"}. This record does not assert independent reproduction. ### Qwen3.6-27B Functionality Score: 73.3. Result ID: 6a196ce7fbc373592c147859. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"HTML direct chat"}. This record does not assert independent reproduction. ### DS-V4-Flash Functionality Score: 71.1. Result ID: 6a196ce7fbc373592c147833. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"React agent scaffold"}. This record does not assert independent reproduction. ### Gemini-3.1-Pro Functionality Score: 70.8. Result ID: 6a196ce7fbc373592c147831. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"React agent scaffold"}. This record does not assert independent reproduction. ### Gemini-3-Flash Functionality Score: 68.8. Result ID: 6a196ce7fbc373592c147830. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"React agent scaffold"}. This record does not assert independent reproduction. ### Qwen3.6-35B-A3B Functionality Score: 67.7. Result ID: 6a196ce7fbc373592c147856. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"HTML direct chat"}. This record does not assert independent reproduction. ### Qwen3.6-35B-A3B Functionality Score: 67.3. Result ID: 6a196ce7fbc373592c14782f. [Reporting paper]() Recorded evaluation configuration: {"Generation Mode":"React agent scaffold"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.