# Facial Expression Recognition on MMI Source: [Facial Expression Recognition on MMI]() Collection index: [llms.txt]() Data updated: 2026-02-26T05:31:58.640Z Evaluation of Facial Expression Recognition performance using the MMI dataset, reporting 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) | MMI | | Metric | Accuracy | | Unit | PERCENT | | Direction | Higher is better | | Results loaded | 18 of 18 | | 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 | | --- | --- | --- | --- | | FDRL | 85.23 | Not recorded | 68fa69c91e209131cea23fd2 | | DDL | 83.67 | Not recorded | 68fa69c91e209131cea23fd2 | | FMPN | 82.74 | Not recorded | 68fa66cc1e209131cea12604 | | Baseline | 79.69 | Not recorded | 68fa69c91e209131cea23fd2 | | DLP-CNN | 78.46 | Not recorded | 68fa69c91e209131cea23fd2 | | STM-Explet | 75.12 | Not recorded | 68fa66cc1e209131cea12604 | | DeRF | 73.23 | Not recorded | 68fa66cc1e209131cea12604 | | DeRL | 73.23 | Not recorded | 68fa69c91e209131cea23fd2 | | IACNN | 71.55 | Not recorded | 68fa66cc1e209131cea12604 | | IACNN | 71.55 | Not recorded | 68fa69c91e209131cea23fd2 | | DTAGN(Joint) | 70.24 | Not recorded | 68fa66cc1e209131cea12604 | | CNN (baseline) | 68.81 | Not recorded | 68fa66cc1e209131cea12604 | | ConvLSTM1D-based Facial Expression Recognition | 68 | Not recorded | 69365b6cd6b0dd3342934b10 | | IPA2LT | 65.61 | Not recorded | 68fa69c91e209131cea23fd2 | | CNN (no lg) | 63.1 | Not recorded | 68fa66cc1e209131cea12604 | | HOG 3D | 60.89 | Not recorded | 68fa66cc1e209131cea12604 | | LBP-TOP | 59.51 | Not recorded | 68fa66cc1e209131cea12604 | | Jung et al. (DTGN) | 59.02 | Not recorded | 69365b6cd6b0dd3342934b10 | ### FDRL Accuracy: 85.23. Result ID: 698de247ffc3901de0995d2d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DDL Accuracy: 83.67. Result ID: 698de247ffc3901de0995d2b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### FMPN Accuracy: 82.74. Result ID: 698d07fa8b517eb4331e7b14. [Reporting paper]() [Method origin paper]() [Implementation]() Recorded evaluation configuration: {"Setting":"image-based"}. This record does not assert independent reproduction. ### Baseline Accuracy: 79.69. Result ID: 698de247ffc3901de0995d2c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DLP-CNN Accuracy: 78.46. Result ID: 698de247ffc3901de0995d28. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### STM-Explet Accuracy: 75.12. Result ID: 698d07fa8b517eb4331e7b0f. [Reporting paper]() Recorded evaluation configuration: {"Setting":"sequence-based"}. This record does not assert independent reproduction. ### DeRF Accuracy: 73.23. Result ID: 698d07fa8b517eb4331e7b11. [Reporting paper]() Recorded evaluation configuration: {"Setting":"image-based"}. This record does not assert independent reproduction. ### DeRL Accuracy: 73.23. Result ID: 698de247ffc3901de0995d2a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### IACNN Accuracy: 71.55. Result ID: 698d07fa8b517eb4331e7b10. [Reporting paper]() Recorded evaluation configuration: {"Setting":"image-based"}. This record does not assert independent reproduction. ### IACNN Accuracy: 71.55. Result ID: 698de247ffc3901de0995d27. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### DTAGN(Joint) Accuracy: 70.24. Result ID: 698d07fa8b517eb4331e7b0e. [Reporting paper]() Recorded evaluation configuration: {"Setting":"sequence-based"}. This record does not assert independent reproduction. ### CNN (baseline) Accuracy: 68.81. Result ID: 698d07fa8b517eb4331e7b12. [Reporting paper]() Recorded evaluation configuration: {"Setting":"image-based"}. This record does not assert independent reproduction. ### ConvLSTM1D-based Facial Expression Recognition Accuracy: 68. Result ID: 699887ef5698665ec4e95ec7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: {"Features":"Geometric"}. This record does not assert independent reproduction. ### IPA2LT Accuracy: 65.61. Result ID: 698de247ffc3901de0995d29. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNN (no lg) Accuracy: 63.1. Result ID: 698d07fa8b517eb4331e7b13. [Reporting paper]() Recorded evaluation configuration: {"Setting":"image-based"}. This record does not assert independent reproduction. ### HOG 3D Accuracy: 60.89. Result ID: 698d07fa8b517eb4331e7b0d. [Reporting paper]() Recorded evaluation configuration: {"Setting":"sequence-based"}. This record does not assert independent reproduction. ### LBP-TOP Accuracy: 59.51. Result ID: 698d07fa8b517eb4331e7b0c. [Reporting paper]() Recorded evaluation configuration: {"Setting":"sequence-based"}. This record does not assert independent reproduction. ### Jung et al. (DTGN) Accuracy: 59.02. Result ID: 699887ef5698665ec4e95ec6. [Reporting paper]() Recorded evaluation configuration: {"Features":"Geometric"}. This record does not assert independent reproduction. Page 1 of 1. This is an index page, not the full collection.