# Facial Beauty Prediction on SCUT-FBP Source: [Facial Beauty Prediction on SCUT-FBP]() Collection index: [llms.txt]() Data updated: 2026-03-19T07:43:49.627Z Evaluation of models performing Facial Beauty Prediction on the SCUT-FBP dataset, typically reporting regression metrics like RMSE, MAE, and Pearson Correlation (PC). 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 Beauty Prediction | | Dataset (including any stated split) | SCUT-FBP | | Metric | PCC | | Unit | SCALAR | | 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 - [PCC](): Higher is better; unit: SCALAR. - [RMSE](): Lower is better; unit: SCALAR. - [MAE](): Lower is better; unit: SCALAR. ## Recorded results | Method | PCC | Result date | Report paper | | --- | --- | --- | --- | | ER-BLS | 0.9303 | Not recorded | 69bb82e30636e5bf4afc1812 | | REX-INCEP | 0.9165 | Not recorded | 69bb82e30636e5bf4afc1812 | | R3CNN | 0.9142 | Not recorded | 69bb82e30636e5bf4afc1812 | | MSMFME | 0.9113 | Not recorded | 69bb82e30636e5bf4afc1812 | | E-BLS | 0.9104 | Not recorded | 69bb82e30636e5bf4afc1812 | | AaNet | 0.9055 | Not recorded | 69bb82e30636e5bf4afc1812 | | AestheticNetG | 0.9011 | Not recorded | 69bb82e30636e5bf4afc1812 | | 2 M BeautyNet | 0.8996 | Not recorded | 69bb82e30636e5bf4afc1812 | | P-AaNet | 0.8965 | Not recorded | 69bb82e30636e5bf4afc1812 | | PI-CNN | 0.87 | Not recorded | 68fa64261e209131cea02e0c | | TransCNN | 0.857 | Not recorded | 68fa64261e209131cea02e0c | | CNN-based | 0.8187 | Not recorded | 68fa64261e209131cea02e0c | | Combined Features+Gaussian Reg | 0.6482 | Not recorded | 68fa64261e209131cea02e0c | | Combined Features+SVR | 0.6433 | Not recorded | 68fa64261e209131cea02e0c | | UniSampleGabor+PCA+Gaussian Reg | 0.6347 | Not recorded | 68fa64261e209131cea02e0c | | UniSampleGabor+PCA+SVR | 0.5847 | Not recorded | 68fa64261e209131cea02e0c | | KeyPointGabor+PCA+SVR | 0.549 | Not recorded | 68fa64261e209131cea02e0c | | KeyPointGabor+PCA+Gaussian Reg | 0.4591 | Not recorded | 68fa64261e209131cea02e0c | ### ER-BLS PCC: 0.9303. Result ID: 69bba91847f34ce924a53a9d. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### REX-INCEP PCC: 0.9165. Result ID: 69bba91847f34ce924a53a9c. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### R3CNN PCC: 0.9142. Result ID: 69bba91847f34ce924a53a9b. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### MSMFME PCC: 0.9113. Result ID: 69bba91847f34ce924a53a9a. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### E-BLS PCC: 0.9104. Result ID: 69bba91847f34ce924a53a99. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AaNet PCC: 0.9055. Result ID: 69bba91847f34ce924a53a98. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### AestheticNetG PCC: 0.9011. Result ID: 69bba91847f34ce924a53a97. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### 2 M BeautyNet PCC: 0.8996. Result ID: 69bba91847f34ce924a53a96. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### P-AaNet PCC: 0.8965. Result ID: 69bba91847f34ce924a53a95. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### PI-CNN PCC: 0.87. Result ID: 698c0d55f729bc7f68e806d9. [Reporting paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### TransCNN PCC: 0.857. Result ID: 698c0d55f729bc7f68e806da. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### CNN-based PCC: 0.8187. Result ID: 698c0d55f729bc7f68e806d8. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Combined Features+Gaussian Reg PCC: 0.6482. Result ID: 698c0d55f729bc7f68e806d7. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### Combined Features+SVR PCC: 0.6433. Result ID: 698c0d55f729bc7f68e806d6. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UniSampleGabor+PCA+Gaussian Reg PCC: 0.6347. Result ID: 698c0d55f729bc7f68e806d5. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### UniSampleGabor+PCA+SVR PCC: 0.5847. Result ID: 698c0d55f729bc7f68e806d4. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KeyPointGabor+PCA+SVR PCC: 0.549. Result ID: 698c0d55f729bc7f68e806d2. [Reporting paper]() [Method origin paper]() Recorded evaluation configuration: Not recorded. This record does not assert independent reproduction. ### KeyPointGabor+PCA+Gaussian Reg PCC: 0.4591. Result ID: 698c0d55f729bc7f68e806d3. [Reporting paper]() [Method origin 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.