# Facial Action Unit Detection on DISFA (subject-independent three-fold cross-val) Source: [Facial Action Unit Detection on DISFA (subject-independent three-fold cross-val)]() Collection index: [llms.txt]() Data updated: 2026-04-24T07:26:05.272Z Evaluation of Facial Action Unit Detection performance on the DISFA dataset using a subject-independent three-fold cross-validation scheme, reporting scores for AUs 1, 2, 4, 6, 9, 12, 25, 26, and the overall average. 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 | Facial Action Unit Detection | | Dataset (including any stated split) | DISFA (subject-independent three-fold cross-val) | | Metric | Average 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 - [Average Score](): Higher is better; unit: PERCENT. - [AU1 Score](): Higher is better; unit: PERCENT. - [AU2 Score](): Higher is better; unit: PERCENT. - [AU4 Score](): Higher is better; unit: PERCENT. - [AU6 Score](): Higher is better; unit: PERCENT. - [AU9 Score](): Higher is better; unit: PERCENT. - [AU12 Score](): Higher is better; unit: PERCENT. - [AU25 Score](): Higher is better; unit: PERCENT. - [AU26 Score](): Higher is better; unit: PERCENT. ## Recorded results | Method | Average Score | Result date | Report paper | | --- | --- | --- | --- | | UAU-Net | 66.6 | Not recorded | 69eaf8f155a3c32af89f8837 | | AUNCE | 66.4 | Not recorded | 69eaf8f155a3c32af89f8837 | | AU-TTT | 66.4 | Not recorded | 69eaf8f155a3c32af89f8837 | | MDHR | 66.2 | Not recorded | 69eaf8f155a3c32af89f8837 | | SACL | 65.5 | Not recorded | 69eaf8f155a3c32af89f8837 | | AC2D | 65.4 | Not recorded | 69eaf8f155a3c32af89f8837 | | WSRTL | 64.6 | Not recorded | 69eaf8f155a3c32af89f8837 | | RETD | 64.6 | Not recorded | 69eaf8f155a3c32af89f8837 | | SMA-Net | 64.2 | Not recorded | 69eaf8f155a3c32af89f8837 | | ME-GraphAU | 63.1 | Not recorded | 69eaf8f155a3c32af89f8837 | | HSTR-Net | 62.9 | Not recorded | 69eaf8f155a3c32af89f8837 | | UGN | 60 | Not recorded | 69eaf8f155a3c32af89f8837 | | ARL | 58.7 | Not recorded | 69eaf8f155a3c32af89f8837 | | JAA-Net | 56 | Not recorded | 69eaf8f155a3c32af89f8837 | | SRERL | 55.9 | Not recorded | 69eaf8f155a3c32af89f8837 | | EAC-Net | 48.5 | Not recorded | 69eaf8f155a3c32af89f8837 | ### UAU-Net Average Score: 66.6. Result ID: 69eb1b0247f34ce924d2e739. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AUNCE Average Score: 66.4. Result ID: 69eb1b0247f34ce924d2e732. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AU-TTT Average Score: 66.4. Result ID: 69eb1b0247f34ce924d2e737. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MDHR Average Score: 66.2. Result ID: 69eb1b0247f34ce924d2e735. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SACL Average Score: 65.5. Result ID: 69eb1b0247f34ce924d2e730. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AC2D Average Score: 65.4. Result ID: 69eb1b0247f34ce924d2e731. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### WSRTL Average Score: 64.6. Result ID: 69eb1b0247f34ce924d2e734. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### RETD Average Score: 64.6. Result ID: 69eb1b0247f34ce924d2e738. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SMA-Net Average Score: 64.2. Result ID: 69eb1b0247f34ce924d2e72d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ME-GraphAU Average Score: 63.1. Result ID: 69eb1b0247f34ce924d2e72f. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### HSTR-Net Average Score: 62.9. Result ID: 69eb1b0247f34ce924d2e733. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UGN Average Score: 60. Result ID: 69eb1b0247f34ce924d2e736. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### ARL Average Score: 58.7. Result ID: 69eb1b0247f34ce924d2e72c. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### JAA-Net Average Score: 56. Result ID: 69eb1b0247f34ce924d2e72b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### SRERL Average Score: 55.9. Result ID: 69eb1b0247f34ce924d2e72e. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### EAC-Net Average Score: 48.5. Result ID: 69eb1b0247f34ce924d2e72a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.