# Text-to-Image Preference Evaluation on ImageReward Source: [Text-to-Image Preference Evaluation on ImageReward]() Collection index: [llms.txt]() Data updated: 2026-06-18T08:43:23.924Z Evaluation of text-to-image generation models using the ImageReward dataset, measured by the ImageReward score to assess human preference alignment. 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) | ImageReward | | Metric | ImageReward 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 - [ImageReward Score](): Higher is better; unit: SCALAR. ## Recorded results | Method | ImageReward Score | Result date | Report paper | | --- | --- | --- | --- | | DRL | -0.309 | Not recorded | 6a337bd1206542251d7c525d | | DRL | -0.415 | Not recorded | 6a337bd1206542251d7c525d | | DRL | -0.486 | Not recorded | 6a337bd1206542251d7c525d | | DRL | -0.488 | Not recorded | 6a337bd1206542251d7c525d | | DRL | -0.551 | Not recorded | 6a337bd1206542251d7c525d | | DRL | -0.562 | Not recorded | 6a337bd1206542251d7c525d | | RAE DiTDH-XL | -0.583 | Not recorded | 6a337bd1206542251d7c525d | | SiT-XL/2 | -0.584 | Not recorded | 6a337bd1206542251d7c525d | | REPA SiT-XL/2 | -0.622 | Not recorded | 6a337bd1206542251d7c525d | | JiT-H/16 | -0.723 | Not recorded | 6a337bd1206542251d7c525d | | DRL | -0.764 | Not recorded | 6a337bd1206542251d7c525d | | DRL | -0.804 | Not recorded | 6a337bd1206542251d7c525d | | RAE DiTDH-XL | -0.933 | Not recorded | 6a337bd1206542251d7c525d | | JiT-H/16 | -1.159 | Not recorded | 6a337bd1206542251d7c525d | | REPA SiT-XL/2 | -1.187 | Not recorded | 6a337bd1206542251d7c525d | | SiT-XL/2 | -1.252 | Not recorded | 6a337bd1206542251d7c525d | ### DRL ImageReward Score: -0.309. Result ID: 6a33af9dfbc373592c311493. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"SiT-XL/2","Guidance":"Guidance","lambda":"10"}. This record does not assert independent reproduction. ### DRL ImageReward Score: -0.415. Result ID: 6a33af9dfbc373592c311497. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"REPA SiT-XL/2","Guidance":"Guidance","lambda":"10"}. This record does not assert independent reproduction. ### DRL ImageReward Score: -0.486. Result ID: 6a33af9dfbc373592c311491. [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 ImageReward Score: -0.488. Result ID: 6a33af9dfbc373592c31149f. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"RAE DiTDH-XL","Guidance":"Guidance","lambda":"10"}. This record does not assert independent reproduction. ### DRL ImageReward Score: -0.551. Result ID: 6a33af9dfbc373592c31149b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"JiT-H/16","Guidance":"Guidance","lambda":"10"}. This record does not assert independent reproduction. ### DRL ImageReward Score: -0.562. Result ID: 6a33af9dfbc373592c311495. [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. ### RAE DiTDH-XL ImageReward Score: -0.583. Result ID: 6a33af9dfbc373592c31149e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Guidance":"Guidance"}. This record does not assert independent reproduction. ### SiT-XL/2 ImageReward Score: -0.584. Result ID: 6a33af9dfbc373592c311492. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Guidance":"Guidance"}. This record does not assert independent reproduction. ### REPA SiT-XL/2 ImageReward Score: -0.622. Result ID: 6a33af9dfbc373592c311496. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Guidance":"Guidance"}. This record does not assert independent reproduction. ### JiT-H/16 ImageReward Score: -0.723. Result ID: 6a33af9dfbc373592c31149a. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Guidance":"Guidance"}. This record does not assert independent reproduction. ### DRL ImageReward Score: -0.764. Result ID: 6a33af9dfbc373592c31149d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"RAE DiTDH-XL","Guidance":"No guidance","lambda":"10"}. This record does not assert independent reproduction. ### DRL ImageReward Score: -0.804. Result ID: 6a33af9dfbc373592c311499. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Backbone":"JiT-H/16","Guidance":"No guidance","lambda":"10"}. This record does not assert independent reproduction. ### RAE DiTDH-XL ImageReward Score: -0.933. Result ID: 6a33af9dfbc373592c31149c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Guidance":"No guidance"}. This record does not assert independent reproduction. ### JiT-H/16 ImageReward Score: -1.159. Result ID: 6a33af9dfbc373592c311498. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Guidance":"No guidance"}. This record does not assert independent reproduction. ### REPA SiT-XL/2 ImageReward Score: -1.187. Result ID: 6a33af9dfbc373592c311494. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Guidance":"No guidance"}. This record does not assert independent reproduction. ### SiT-XL/2 ImageReward Score: -1.252. Result ID: 6a33af9dfbc373592c311490. [Reporting paper]() [Method origin paper]() 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.