# Facial Expression Recognition on BAH 214 source subjects (10 target subjects) Source: [Facial Expression Recognition on BAH 214 source subjects (10 target subjects)]() Collection index: [llms.txt]() Data updated: 2026-03-11T06:42:23.839Z Evaluation of Facial Expression Recognition performance using the BAH 214 dataset, reporting results segmented by the 10 target subjects. 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 Expression Recognition | | Dataset (including any stated split) | BAH 214 source subjects (10 target subjects) | | Metric | Accuracy (Sub-1) | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 9 of 9 | | 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 - [Accuracy (Sub-1)](): Higher is better; unit: PERCENT. - [Accuracy (Sub-2)](): Higher is better; unit: PERCENT. - [Accuracy (Sub-3)](): Higher is better; unit: PERCENT. - [Accuracy (Sub-4)](): Higher is better; unit: PERCENT. - [Accuracy (Sub-5)](): Higher is better; unit: PERCENT. - [Accuracy (Sub-6)](): Higher is better; unit: PERCENT. - [Accuracy (Sub-7)](): Higher is better; unit: PERCENT. - [Accuracy (Sub-8)](): Higher is better; unit: PERCENT. - [Accuracy (Sub-9)](): Higher is better; unit: PERCENT. - [Accuracy (Sub-10)](): Higher is better; unit: PERCENT. - [Average Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy (Sub-1) | Result date | Report paper | | --- | --- | --- | --- | | Supervised fine-tuning | 96.2 | Not recorded | 68fa7aa91e209131cea8475a | | SFDA-PFT | 61.52 | Not recorded | 68fa7aa91e209131cea8475a | | SFIT | 56.83 | Not recorded | 68fa7aa91e209131cea8475a | | DSFDA | 49.1 | Not recorded | 68fa7aa91e209131cea8475a | | NRC | 48.72 | Not recorded | 68fa7aa91e209131cea8475a | | SFDA-IT | 48.5 | Not recorded | 68fa7aa91e209131cea8475a | | TPDS | 41.22 | Not recorded | 68fa7aa91e209131cea8475a | | SHOT | 40.53 | Not recorded | 68fa7aa91e209131cea8475a | | Source model (no adaptation) | 11.2 | Not recorded | 68fa7aa91e209131cea8475a | ### Supervised fine-tuning Accuracy (Sub-1): 96.2. Result ID: 69b10d1e6dbb7075b95abe1c. [Reporting paper]() Recorded evaluation configuration: {"Setting":"Oracle"}. This record does not assert independent reproduction. ### SFDA-PFT Accuracy (Sub-1): 61.52. Result ID: 69b10d1e6dbb7075b95abe1b. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"SFDA (data-based)"}. This record does not assert independent reproduction. ### SFIT Accuracy (Sub-1): 56.83. Result ID: 69b10d1e6dbb7075b95abe19. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"SFDA (data-based)"}. This record does not assert independent reproduction. ### DSFDA Accuracy (Sub-1): 49.1. Result ID: 69b10d1e6dbb7075b95abe18. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"SFDA (model-based)"}. This record does not assert independent reproduction. ### NRC Accuracy (Sub-1): 48.72. Result ID: 69b10d1e6dbb7075b95abe16. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"SFDA (model-based)"}. This record does not assert independent reproduction. ### SFDA-IT Accuracy (Sub-1): 48.5. Result ID: 69b10d1e6dbb7075b95abe1a. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Setting":"SFDA (data-based)"}. This record does not assert independent reproduction. ### TPDS Accuracy (Sub-1): 41.22. Result ID: 69b10d1e6dbb7075b95abe17. [Reporting paper]() Recorded evaluation configuration: {"Setting":"SFDA (model-based)"}. This record does not assert independent reproduction. ### SHOT Accuracy (Sub-1): 40.53. Result ID: 69b10d1e6dbb7075b95abe15. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"SFDA (model-based)"}. This record does not assert independent reproduction. ### Source model (no adaptation) Accuracy (Sub-1): 11.2. Result ID: 69b10d1e6dbb7075b95abe14. [Reporting paper]() Recorded evaluation configuration: {"Setting":"Source-only"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.