# Facial Expression Recognition on RAF-DB B Source: [Facial Expression Recognition on RAF-DB B]() Collection index: [llms.txt]() Data updated: 2026-04-01T08:25:43.944Z Evaluation of Facial Expression Recognition performance on the RAF-DB B 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 B | | Metric | Accuracy | | 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 - [Accuracy](): Higher is better; unit: PERCENT. ## Recorded results | Method | Accuracy | Result date | Report paper | | --- | --- | --- | --- | | POSTER++ | 92.21 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | POSTER | 92.05 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | APViT | 91.98 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | EmoDC AMDiT | 90.12 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | T-VPT-M | 89.7 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | EmoDC AMDiT | 89.08 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | Meta-Face2Exp | 88.76 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | EfficientFace | 88.36 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | VTFF | 88.14 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | DACL | 87.78 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | GA-FER | 87.52 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | RAN | 86.9 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | IPA2LT (LTNet) | 86.77 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | LBAN-IL | 85.89 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | DLP-CNN | 84.13 | Not recorded | 69cca6ca0636e5bf4afcbe3e | | EmoDC Base | 83.67 | Not recorded | 69cca6ca0636e5bf4afcbe3e | ### POSTER++ Accuracy: 92.21. Result ID: 69ccd67847f34ce924b67cbd. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FP":"Yes"}. This record does not assert independent reproduction. ### POSTER Accuracy: 92.05. Result ID: 69ccd67847f34ce924b67cbc. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FP":"Yes"}. This record does not assert independent reproduction. ### APViT Accuracy: 91.98. Result ID: 69ccd67847f34ce924b67cbb. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FP":"Yes"}. This record does not assert independent reproduction. ### EmoDC AMDiT Accuracy: 90.12. Result ID: 69ccd67847f34ce924b67cc0. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FP":"No","cnn":"cp"}. This record does not assert independent reproduction. ### T-VPT-M Accuracy: 89.7. Result ID: 69ccd67847f34ce924b67cba. [Reporting paper]() Recorded evaluation configuration: {"FP":"No"}. This record does not assert independent reproduction. ### EmoDC AMDiT Accuracy: 89.08. Result ID: 69ccd67847f34ce924b67cbf. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FP":"No","cnn":"cnc"}. This record does not assert independent reproduction. ### Meta-Face2Exp Accuracy: 88.76. Result ID: 69ccd67847f34ce924b67cb9. [Reporting paper]() Recorded evaluation configuration: {"FP":"Yes"}. This record does not assert independent reproduction. ### EfficientFace Accuracy: 88.36. Result ID: 69ccd67847f34ce924b67cb8. [Reporting paper]() Recorded evaluation configuration: {"FP":"Yes"}. This record does not assert independent reproduction. ### VTFF Accuracy: 88.14. Result ID: 69ccd67847f34ce924b67cb7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FP":"Yes"}. This record does not assert independent reproduction. ### DACL Accuracy: 87.78. Result ID: 69ccd67847f34ce924b67cb6. [Reporting paper]() Recorded evaluation configuration: {"FP":"Yes"}. This record does not assert independent reproduction. ### GA-FER Accuracy: 87.52. Result ID: 69ccd67847f34ce924b67cb5. [Reporting paper]() Recorded evaluation configuration: {"FP":"Yes"}. This record does not assert independent reproduction. ### RAN Accuracy: 86.9. Result ID: 69ccd67847f34ce924b67cb4. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"FP":"Yes"}. This record does not assert independent reproduction. ### IPA2LT (LTNet) Accuracy: 86.77. Result ID: 69ccd67847f34ce924b67cb3. [Reporting paper]() Recorded evaluation configuration: {"FP":"No"}. This record does not assert independent reproduction. ### LBAN-IL Accuracy: 85.89. Result ID: 69ccd67847f34ce924b67cb2. [Reporting paper]() Recorded evaluation configuration: {"FP":"No"}. This record does not assert independent reproduction. ### DLP-CNN Accuracy: 84.13. Result ID: 69ccd67847f34ce924b67cb1. [Reporting paper]() Recorded evaluation configuration: {"FP":"No"}. This record does not assert independent reproduction. ### EmoDC Base Accuracy: 83.67. Result ID: 69ccd67847f34ce924b67cbe. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"FP":"No"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.