# Detail and Expression Transfer on User Study driving images Group B (6-10) Source: [Detail and Expression Transfer on User Study driving images Group B (6-10)]() Collection index: [llms.txt]() Data updated: 2026-02-26T06:04:46.166Z Evaluation of Detail and Expression Transfer performance using human preference scores, specifically analyzing static and dynamic scenarios on Group B (6-10) images from the User Study 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 | Detail and Expression Transfer | | Dataset (including any stated split) | User Study driving images Group B (6-10) | | Metric | Static Avg Preference Score | | Unit | SCALAR | | Direction | Higher is better | | Results loaded | 6 of 6 | | 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 - [Static Avg Preference Score](): Higher is better; unit: SCALAR. - [Static Median Preference Score](): Higher is better; unit: SCALAR. - [Static Std Dev Preference Score](): Lower is better; unit: SCALAR. - [Dynamic Avg Preference Score](): Higher is better; unit: SCALAR. - [Dynamic Median Preference Score](): Higher is better; unit: SCALAR. - [Dynamic Std Dev Preference Score](): Lower is better; unit: SCALAR. ## Recorded results | Method | Static Avg Preference Score | Result date | Report paper | | --- | --- | --- | --- | | SD-DeTail | 4.3 | Not recorded | 68fa70651e209131cea4aded | | SD-DeTail | 4.13 | Not recorded | 68fa70651e209131cea4aded | | EMOCA | 3.73 | Not recorded | 68fa70651e209131cea4aded | | DECA | 3.37 | Not recorded | 68fa70651e209131cea4aded | | DECA | 3.27 | Not recorded | 68fa70651e209131cea4aded | | EMOCA | 3.2 | Not recorded | 68fa70651e209131cea4aded | ### SD-DeTail Static Avg Preference Score: 4.3. Result ID: 69911bf13a6c31484905c186. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"II"}. This record does not assert independent reproduction. ### SD-DeTail Static Avg Preference Score: 4.13. Result ID: 69911bf13a6c31484905c183. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"I"}. This record does not assert independent reproduction. ### EMOCA Static Avg Preference Score: 3.73. Result ID: 69911bf13a6c31484905c185. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"II"}. This record does not assert independent reproduction. ### DECA Static Avg Preference Score: 3.37. Result ID: 69911bf13a6c31484905c184. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"II"}. This record does not assert independent reproduction. ### DECA Static Avg Preference Score: 3.27. Result ID: 69911bf13a6c31484905c181. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"I"}. This record does not assert independent reproduction. ### EMOCA Static Avg Preference Score: 3.2. Result ID: 69911bf13a6c31484905c182. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Source":"I"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.