# Image generation diversity measurement on Professions Source: [Image generation diversity measurement on Professions]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:42:05.889Z Evaluation of image generation model diversity on the Professions dataset, typically assessed using metrics such as Entropy. 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 | Image generation diversity measurement | | Dataset (including any stated split) | Professions | | Metric | Entropy | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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 - [Entropy](): Higher is better; unit: SCALAR. ## Recorded results | Method | Entropy | Result date | Report paper | | --- | --- | --- | --- | | Stable Diffusion v1.4 | 4.09 | Not recorded | 68fa71201e209131cea4f537 | | Stable Diffusion v1.4 | 4.05 | Not recorded | 68fa71201e209131cea4f537 | | Stable Diffusion v2 | 3.64 | Not recorded | 68fa71201e209131cea4f537 | | Stable Diffusion v2 | 3.59 | Not recorded | 68fa71201e209131cea4f537 | | Dall-E 2 | 3.46 | Not recorded | 68fa71201e209131cea4f537 | | Dall-E 2 | 3.07 | Not recorded | 68fa71201e209131cea4f537 | | Stable Diffusion v1.4 | 2.44 | Not recorded | 68fa71201e209131cea4f537 | | Stable Diffusion v1.4 | 2.3 | Not recorded | 68fa71201e209131cea4f537 | | Stable Diffusion v2 | 2.13 | Not recorded | 68fa71201e209131cea4f537 | | Dall-E 2 | 1.95 | Not recorded | 68fa71201e209131cea4f537 | | Stable Diffusion v2 | 1.86 | Not recorded | 68fa71201e209131cea4f537 | | Dall-E 2 | 1.36 | Not recorded | 68fa71201e209131cea4f537 | ### Stable Diffusion v1.4 Entropy: 4.09. Result ID: 69919a113a6c3148490947d1. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Embedding Method":"BLIP VQA","Number of Clusters":48}. This record does not assert independent reproduction. ### Stable Diffusion v1.4 Entropy: 4.05. Result ID: 69919a113a6c3148490947d3. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Embedding Method":"CLIP","Number of Clusters":48}. This record does not assert independent reproduction. ### Stable Diffusion v2 Entropy: 3.64. Result ID: 69919a113a6c3148490947d5. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Embedding Method":"BLIP VQA","Number of Clusters":48}. This record does not assert independent reproduction. ### Stable Diffusion v2 Entropy: 3.59. Result ID: 69919a113a6c3148490947d7. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Embedding Method":"CLIP","Number of Clusters":48}. This record does not assert independent reproduction. ### Dall-E 2 Entropy: 3.46. Result ID: 69919a113a6c3148490947db. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Embedding Method":"CLIP","Number of Clusters":48}. This record does not assert independent reproduction. ### Dall-E 2 Entropy: 3.07. Result ID: 69919a113a6c3148490947d9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Embedding Method":"BLIP VQA","Number of Clusters":48}. This record does not assert independent reproduction. ### Stable Diffusion v1.4 Entropy: 2.44. Result ID: 69919a113a6c3148490947d2. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Embedding Method":"CLIP","Number of Clusters":12}. This record does not assert independent reproduction. ### Stable Diffusion v1.4 Entropy: 2.3. Result ID: 69919a113a6c3148490947d0. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Embedding Method":"BLIP VQA","Number of Clusters":12}. This record does not assert independent reproduction. ### Stable Diffusion v2 Entropy: 2.13. Result ID: 69919a113a6c3148490947d6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Embedding Method":"CLIP","Number of Clusters":12}. This record does not assert independent reproduction. ### Dall-E 2 Entropy: 1.95. Result ID: 69919a113a6c3148490947da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Embedding Method":"CLIP","Number of Clusters":12}. This record does not assert independent reproduction. ### Stable Diffusion v2 Entropy: 1.86. Result ID: 69919a113a6c3148490947d4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Embedding Method":"BLIP VQA","Number of Clusters":12}. This record does not assert independent reproduction. ### Dall-E 2 Entropy: 1.36. Result ID: 69919a113a6c3148490947d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Embedding Method":"BLIP VQA","Number of Clusters":12}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.