# Text-to-image on CVTG-2K Source: [Text-to-image on CVTG-2K]() Collection index: [llms.txt]() Data updated: 2026-06-11T09:20:56.958Z Evaluation of Text-to-Image generation models using the CVTG-2K dataset. 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 | | Dataset (including any stated split) | CVTG-2K | | Metric | CVTG-2K Score | | Unit | PERCENT | | 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 - [CVTG-2K Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | CVTG-2K Score | Result date | Report paper | | --- | --- | --- | --- | | Z-Image | 86.71 | Not recorded | 6a2a40ebd33dfb23e7839188 | | GPT Image 1 \[High\] | 85.69 | Not recorded | 6a2a40ebd33dfb23e7839188 | | i1 | 85.31 | Not recorded | 6a2a40ebd33dfb23e7839188 | | Qwen-Image | 82.88 | Not recorded | 6a2a40ebd33dfb23e7839188 | | HiDream-I1-Full | 77.38 | Not recorded | 6a2a40ebd33dfb23e7839188 | | Seedream 3.0 | 59.24 | Not recorded | 6a2a40ebd33dfb23e7839188 | | FLUX.1 \[Dev\] | 49.65 | Not recorded | 6a2a40ebd33dfb23e7839188 | | SD3 Medium | 40.37 | Not recorded | 6a2a40ebd33dfb23e7839188 | | BAGEL | 36.42 | Not recorded | 6a2a40ebd33dfb23e7839188 | | BLIP3o-N-G-T | 33.3 | Not recorded | 6a2a40ebd33dfb23e7839188 | | BLIP3o-N-S | 24.93 | Not recorded | 6a2a40ebd33dfb23e7839188 | | BLIP3o-N-G-G | 24.42 | Not recorded | 6a2a40ebd33dfb23e7839188 | | Lumina-Image 2.0 | 15.77 | Not recorded | 6a2a40ebd33dfb23e7839188 | | Janus-Pro-7B | 6.67 | Not recorded | 6a2a40ebd33dfb23e7839188 | | BLIP3o-4B | 3.53 | Not recorded | 6a2a40ebd33dfb23e7839188 | | DeCo | 0.14 | Not recorded | 6a2a40ebd33dfb23e7839188 | | PixNerd | 0.06 | Not recorded | 6a2a40ebd33dfb23e7839188 | ### Z-Image CVTG-2K Score: 86.71. Result ID: 6a2a7df3fbc373592c27e739. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"#params":"6B"}. This record does not assert independent reproduction. ### GPT Image 1 \[High\] CVTG-2K Score: 85.69. Result ID: 6a2a7df3fbc373592c27e731. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### i1 CVTG-2K Score: 85.31. Result ID: 6a2a7df3fbc373592c27e741. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"#params":"3B"}. This record does not assert independent reproduction. ### Qwen-Image CVTG-2K Score: 82.88. Result ID: 6a2a7df3fbc373592c27e73a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#params":"20B"}. This record does not assert independent reproduction. ### HiDream-I1-Full CVTG-2K Score: 77.38. Result ID: 6a2a7df3fbc373592c27e737. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#params":"17B"}. This record does not assert independent reproduction. ### Seedream 3.0 CVTG-2K Score: 59.24. Result ID: 6a2a7df3fbc373592c27e732. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FLUX.1 \[Dev\] CVTG-2K Score: 49.65. Result ID: 6a2a7df3fbc373592c27e733. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#params":"12B"}. This record does not assert independent reproduction. ### SD3 Medium CVTG-2K Score: 40.37. Result ID: 6a2a7df3fbc373592c27e734. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#params":"2B"}. This record does not assert independent reproduction. ### BAGEL CVTG-2K Score: 36.42. Result ID: 6a2a7df3fbc373592c27e736. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"#params":"14B"}. This record does not assert independent reproduction. ### BLIP3o-N-G-T CVTG-2K Score: 33.3. Result ID: 6a2a7df3fbc373592c27e740. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#params":"3B"}. This record does not assert independent reproduction. ### BLIP3o-N-S CVTG-2K Score: 24.93. Result ID: 6a2a7df3fbc373592c27e73e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#params":"3B"}. This record does not assert independent reproduction. ### BLIP3o-N-G-G CVTG-2K Score: 24.42. Result ID: 6a2a7df3fbc373592c27e73f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#params":"3B"}. This record does not assert independent reproduction. ### Lumina-Image 2.0 CVTG-2K Score: 15.77. Result ID: 6a2a7df3fbc373592c27e738. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"#params":"3B"}. This record does not assert independent reproduction. ### Janus-Pro-7B CVTG-2K Score: 6.67. Result ID: 6a2a7df3fbc373592c27e735. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"#params":"7B"}. This record does not assert independent reproduction. ### BLIP3o-4B CVTG-2K Score: 3.53. Result ID: 6a2a7df3fbc373592c27e73b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#params":"4B"}. This record does not assert independent reproduction. ### DeCo CVTG-2K Score: 0.14. Result ID: 6a2a7df3fbc373592c27e73d. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"#params":"1B"}. This record does not assert independent reproduction. ### PixNerd CVTG-2K Score: 0.06. Result ID: 6a2a7df3fbc373592c27e73c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"#params":"1B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.