# Text-to-Image Preference Evaluation on HPS v2 Source: [Text-to-Image Preference Evaluation on HPS v2]() Collection index: [llms.txt]() Data updated: 2026-06-18T08:43:23.960Z Evaluation of Text-to-Image model outputs based on human preference scores derived from the HPS v2 dataset, utilizing the HPSv2 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 Preference Evaluation | | Dataset (including any stated split) | HPS v2 | | Metric | HPSv2 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 - [HPSv2 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | HPSv2 Score | Result date | Report paper | | --- | --- | --- | --- | | DRL | 24.2 | Not recorded | 6a337bd1206542251d7c525d | | DRL | 23.7 | Not recorded | 6a337bd1206542251d7c525d | | SiT-XL/2 | 23.3 | Not recorded | 6a337bd1206542251d7c525d | | DRL | 23.1 | Not recorded | 6a337bd1206542251d7c525d | | REPA SiT-XL/2 | 23 | Not recorded | 6a337bd1206542251d7c525d | | DRL | 23 | Not recorded | 6a337bd1206542251d7c525d | | RAE DiTDH-XL | 22.7 | Not recorded | 6a337bd1206542251d7c525d | | JiT-H/16 | 22.6 | Not recorded | 6a337bd1206542251d7c525d | | DRL | 22.4 | Not recorded | 6a337bd1206542251d7c525d | | DRL | 22.3 | Not recorded | 6a337bd1206542251d7c525d | | DRL | 22.2 | Not recorded | 6a337bd1206542251d7c525d | | RAE DiTDH-XL | 21.7 | Not recorded | 6a337bd1206542251d7c525d | | DRL | 21 | Not recorded | 6a337bd1206542251d7c525d | | REPA SiT-XL/2 | 20 | Not recorded | 6a337bd1206542251d7c525d | | SiT-XL/2 | 19.7 | Not recorded | 6a337bd1206542251d7c525d | | JiT-H/16 | 19.6 | Not recorded | 6a337bd1206542251d7c525d | ### DRL HPSv2 Score: 24.2. Result ID: 6a33af9dfbc373592c3114a3. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SiT-XL/2","Guidance":"Guidance","lambda":"10"}. This record does not assert independent reproduction. ### DRL HPSv2 Score: 23.7. Result ID: 6a33af9dfbc373592c3114a7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"REPA SiT-XL/2","Guidance":"Guidance","lambda":"10"}. This record does not assert independent reproduction. ### SiT-XL/2 HPSv2 Score: 23.3. Result ID: 6a33af9dfbc373592c3114a2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Guidance":"Guidance"}. This record does not assert independent reproduction. ### DRL HPSv2 Score: 23.1. Result ID: 6a33af9dfbc373592c3114ab. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"JiT-H/16","Guidance":"Guidance","lambda":"10"}. This record does not assert independent reproduction. ### REPA SiT-XL/2 HPSv2 Score: 23. Result ID: 6a33af9dfbc373592c3114a6. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Guidance":"Guidance"}. This record does not assert independent reproduction. ### DRL HPSv2 Score: 23. Result ID: 6a33af9dfbc373592c3114af. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"RAE DiTDH-XL","Guidance":"Guidance","lambda":"10"}. This record does not assert independent reproduction. ### RAE DiTDH-XL HPSv2 Score: 22.7. Result ID: 6a33af9dfbc373592c3114ae. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Guidance":"Guidance"}. This record does not assert independent reproduction. ### JiT-H/16 HPSv2 Score: 22.6. Result ID: 6a33af9dfbc373592c3114aa. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Guidance":"Guidance"}. This record does not assert independent reproduction. ### DRL HPSv2 Score: 22.4. Result ID: 6a33af9dfbc373592c3114a1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SiT-XL/2","Guidance":"No guidance","lambda":"10"}. This record does not assert independent reproduction. ### DRL HPSv2 Score: 22.3. Result ID: 6a33af9dfbc373592c3114a5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"REPA SiT-XL/2","Guidance":"No guidance","lambda":"10"}. This record does not assert independent reproduction. ### DRL HPSv2 Score: 22.2. Result ID: 6a33af9dfbc373592c3114ad. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"RAE DiTDH-XL","Guidance":"No guidance","lambda":"10"}. This record does not assert independent reproduction. ### RAE DiTDH-XL HPSv2 Score: 21.7. Result ID: 6a33af9dfbc373592c3114ac. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Guidance":"No guidance"}. This record does not assert independent reproduction. ### DRL HPSv2 Score: 21. Result ID: 6a33af9dfbc373592c3114a9. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"JiT-H/16","Guidance":"No guidance","lambda":"10"}. This record does not assert independent reproduction. ### REPA SiT-XL/2 HPSv2 Score: 20. Result ID: 6a33af9dfbc373592c3114a4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Guidance":"No guidance"}. This record does not assert independent reproduction. ### SiT-XL/2 HPSv2 Score: 19.7. Result ID: 6a33af9dfbc373592c3114a0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Guidance":"No guidance"}. This record does not assert independent reproduction. ### JiT-H/16 HPSv2 Score: 19.6. Result ID: 6a33af9dfbc373592c3114a8. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Guidance":"No guidance"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.