# Text-to-image generation on CelebA (test) Source: [Text-to-image generation on CelebA (test)]() Collection index: [llms.txt]() Data updated: 2026-05-18T06:37:34.095Z Evaluation of Text-to-Image generation models on the test split of the CelebA dataset, typically measured using CLIP score and FID. 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) | CelebA (test) | | Metric | CLIP Score | | Unit | SCALAR | | 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 - [CLIP Score](): Higher is better; unit: SCALAR. - [FID](): Lower is better; unit: SCALAR. ## Recorded results | Method | CLIP Score | Result date | Report paper | | --- | --- | --- | --- | | Stable Diffusion 3 + NoiseShift | 27.03 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3 | 27.02 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3.5 + NoiseShift | 26.91 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3.5 | 26.68 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3 + NoiseShift | 25.74 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3 | 25.54 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3 + NoiseShift | 23.76 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3.5 + NoiseShift | 23.51 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3.5 | 22.27 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3 | 22.14 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3 + NoiseShift | 21.86 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3 | 21.07 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3.5 + NoiseShift | 20.56 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3.5 + NoiseShift | 20.21 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3.5 | 19.96 | Not recorded | 68fa7bd61e209131cea8ad2e | | Stable Diffusion 3.5 | 19.01 | Not recorded | 68fa7bd61e209131cea8ad2e | ### Stable Diffusion 3 + NoiseShift CLIP Score: 27.03. Result ID: 6a0ab2a347f34ce924f026f8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"768x768"}. This record does not assert independent reproduction. ### Stable Diffusion 3 CLIP Score: 27.02. Result ID: 6a0ab2a347f34ce924f026f7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"768x768","NoiseShift":"Disabled"}. This record does not assert independent reproduction. ### Stable Diffusion 3.5 + NoiseShift CLIP Score: 26.91. Result ID: 6a0ab2a347f34ce924f026fa. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"768x768"}. This record does not assert independent reproduction. ### Stable Diffusion 3.5 CLIP Score: 26.68. Result ID: 6a0ab2a347f34ce924f026f9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"768x768","NoiseShift":"Disabled"}. This record does not assert independent reproduction. ### Stable Diffusion 3 + NoiseShift CLIP Score: 25.74. Result ID: 6a0ab2a347f34ce924f026f4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"512x512"}. This record does not assert independent reproduction. ### Stable Diffusion 3 CLIP Score: 25.54. Result ID: 6a0ab2a347f34ce924f026f3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"512x512","NoiseShift":"Disabled"}. This record does not assert independent reproduction. ### Stable Diffusion 3 + NoiseShift CLIP Score: 23.76. Result ID: 6a0ab2a347f34ce924f026f0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"256x256"}. This record does not assert independent reproduction. ### Stable Diffusion 3.5 + NoiseShift CLIP Score: 23.51. Result ID: 6a0ab2a347f34ce924f026f6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"512x512"}. This record does not assert independent reproduction. ### Stable Diffusion 3.5 CLIP Score: 22.27. Result ID: 6a0ab2a347f34ce924f026f5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"512x512","NoiseShift":"Disabled"}. This record does not assert independent reproduction. ### Stable Diffusion 3 CLIP Score: 22.14. Result ID: 6a0ab2a347f34ce924f026ef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"256x256","NoiseShift":"Disabled"}. This record does not assert independent reproduction. ### Stable Diffusion 3 + NoiseShift CLIP Score: 21.86. Result ID: 6a0ab2a347f34ce924f026ec. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"128x128"}. This record does not assert independent reproduction. ### Stable Diffusion 3 CLIP Score: 21.07. Result ID: 6a0ab2a347f34ce924f026eb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"128x128","NoiseShift":"Disabled"}. This record does not assert independent reproduction. ### Stable Diffusion 3.5 + NoiseShift CLIP Score: 20.56. Result ID: 6a0ab2a347f34ce924f026ee. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"128x128"}. This record does not assert independent reproduction. ### Stable Diffusion 3.5 + NoiseShift CLIP Score: 20.21. Result ID: 6a0ab2a347f34ce924f026f2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"256x256"}. This record does not assert independent reproduction. ### Stable Diffusion 3.5 CLIP Score: 19.96. Result ID: 6a0ab2a347f34ce924f026f1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"256x256","NoiseShift":"Disabled"}. This record does not assert independent reproduction. ### Stable Diffusion 3.5 CLIP Score: 19.01. Result ID: 6a0ab2a347f34ce924f026ed. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Resolution":"128x128","NoiseShift":"Disabled"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.