# Facial Expression Recognition on RAF-DB Compound Source: [Facial Expression Recognition on RAF-DB Compound]() Collection index: [llms.txt]() Data updated: 2026-04-01T08:25:43.981Z Evaluation of Facial Expression Recognition performance on the RAF-DB Compound dataset, measured using Accuracy. 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) | RAF-DB Compound | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 12 of 12 | | 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](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | AMDiT (cnn = cp) | 68.18 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | T-VPT-M | 67.17 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | Bi-center loss | 66.16 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | AMDiT (cnn = cnc) | 63.51 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | CDNet | 63.03 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | ESG-Net | 61.9 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | Separate loss | 58.84 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | DLP-CNN | 57.95 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | AMDiT (cp) | 53.91 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | EmoDC Base | 51.89 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | AMDiT (cnc) | 48.48 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | EmoDC (Base) | 43.94 | Not recorded | 69cca6ca0636e5bf4afcbe3e | ### AMDiT (cnn = cp) Accuracy: 68.18. Result ID: 69ccd67847f34ce924b67ce2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FP":"No"}. This record does not assert independent reproduction. ### T-VPT-M Accuracy: 67.17. Result ID: 69ccd67847f34ce924b67cdf. [Reporting paper]() Recorded evaluation configuration: {"FP":"No"}. This record does not assert independent reproduction. ### Bi-center loss Accuracy: 66.16. Result ID: 69ccd67847f34ce924b67cde. [Reporting paper]() Recorded evaluation configuration: {"FP":"Yes"}. This record does not assert independent reproduction. ### AMDiT (cnn = cnc) Accuracy: 63.51. Result ID: 69ccd67847f34ce924b67ce1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FP":"No"}. This record does not assert independent reproduction. ### CDNet Accuracy: 63.03. Result ID: 69ccd67847f34ce924b67cdd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FP":"Yes"}. This record does not assert independent reproduction. ### ESG-Net Accuracy: 61.9. Result ID: 69ccd67847f34ce924b67cdc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FP":"Yes"}. This record does not assert independent reproduction. ### Separate loss Accuracy: 58.84. Result ID: 69ccd67847f34ce924b67cdb. [Reporting paper]() Recorded evaluation configuration: {"FP":"No"}. This record does not assert independent reproduction. ### DLP-CNN Accuracy: 57.95. Result ID: 69ccd67847f34ce924b67cda. [Reporting paper]() Recorded evaluation configuration: {"FP":"No"}. This record does not assert independent reproduction. ### AMDiT (cp) Accuracy: 53.91. Result ID: 69ccd67847f34ce924b67cf1. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set":"RAF-DB\_B"}. This record does not assert independent reproduction. ### EmoDC Base Accuracy: 51.89. Result ID: 69ccd67847f34ce924b67ce0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FP":"No"}. This record does not assert independent reproduction. ### AMDiT (cnc) Accuracy: 48.48. Result ID: 69ccd67847f34ce924b67cf0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set":"RAF-DB\_B"}. This record does not assert independent reproduction. ### EmoDC (Base) Accuracy: 43.94. Result ID: 69ccd67847f34ce924b67cef. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Training set":"RAF-DB\_B"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.