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LFW

Labeled Faces in the Wild

ImagesUnknown

The LFW dataset contains 13,233 images of faces collected from the web. This dataset consists of the 5749 identities with 1680 people with two or more images. In the standard LFW evaluation protocol the verification accuracies are reported on 6000 face pairs.

Source: A Performance Evaluation of Loss Functions for Deep Face Recognition Image Source: http://vis-www.cs.umass.edu/lfw

Benchmarks

3D/Accuracy 3D/FNMR [%] @ 10-3 FMR 3D/F1-score 3D/Precision 3D/Recall 3D/MFLOPs 3D/MParams 3D/Equal Error Rate 3D/Accuracy (%)3D/BFAR 3D/BFRR 3D/FRR@FAR(%)3D/1-of-100 Accuracy 3D Face Modelling/1-of-100 Accuracy 3D Face Modelling/Accuracy 3D Face Modelling/FNMR [%] @ 10-3 FMR 3D Face Modelling/F1-score 3D Face Modelling/Precision 3D Face Modelling/Recall 3D Face Modelling/MFLOPs 3D Face Modelling/MParams 3D Face Modelling/Equal Error Rate 3D Face Modelling/Accuracy (%)3D Face Modelling/BFAR 3D Face Modelling/BFRR 3D Face Modelling/FRR@FAR(%)3D Face Reconstruction/Accuracy 3D Face Reconstruction/FNMR [%] @ 10-3 FMR 3D Face Reconstruction/F1-score 3D Face Reconstruction/Precision 3D Face Reconstruction/Recall 3D Face Reconstruction/MFLOPs 3D Face Reconstruction/MParams 3D Face Reconstruction/Equal Error Rate 3D Face Reconstruction/Accuracy (%)3D Face Reconstruction/BFAR 3D Face Reconstruction/BFRR 3D Face Reconstruction/FRR@FAR(%)Blind Face Restoration/FID Face Anonymization/ID retrieval Face Anonymization/Temporal ID consistency Face Anonymization/negated ID retrieval Face Quality Assessement/Equal Error Rate Face Recognition/Accuracy Face Recognition/FNMR [%] @ 10-3 FMR Face Recognition/F1-score Face Recognition/Precision Face Recognition/Recall Face Recognition/MFLOPs Face Recognition/MParams Face Recognition/Equal Error Rate Face Recognition/Accuracy (%)Face Reconstruction/Accuracy Face Reconstruction/FNMR [%] @ 10-3 FMR Face Reconstruction/F1-score Face Reconstruction/Precision Face Reconstruction/Recall Face Reconstruction/MFLOPs Face Reconstruction/MParams Face Reconstruction/Equal Error Rate Face Reconstruction/Accuracy (%)Face Reconstruction/BFAR Face Reconstruction/BFRR Face Reconstruction/FRR@FAR(%)Face Verification/BFAR Face Verification/BFRR Face Verification/FRR@FAR(%)Facial Recognition and Modelling/Accuracy Facial Recognition and Modelling/FNMR [%] @ 10-3 FMR Facial Recognition and Modelling/F1-score Facial Recognition and Modelling/Precision Facial Recognition and Modelling/Recall Facial Recognition and Modelling/MFLOPs Facial Recognition and Modelling/MParams Facial Recognition and Modelling/Equal Error Rate Facial Recognition and Modelling/Accuracy (%)Facial Recognition and Modelling/BFAR Facial Recognition and Modelling/BFRR Facial Recognition and Modelling/FRR@FAR(%)Quantization/Accuracy

Related Benchmarks

LFW (Online Open Set)/3D/Average Accuracy (10 times)LFW (Online Open Set)/3D Face Modelling/Average Accuracy (10 times)LFW (Online Open Set)/3D Face Reconstruction/Average Accuracy (10 times)LFW (Online Open Set)/Face Recognition/Average Accuracy (10 times)LFW (Online Open Set)/Face Reconstruction/Average Accuracy (10 times)LFW (Online Open Set)/Facial Recognition and Modelling/Average Accuracy (10 times)LFWA/3D/Error Rate LFWA/3D Face Modelling/Error Rate LFWA/3D Face Reconstruction/Error Rate LFWA/Face Reconstruction/Error Rate LFWA/Facial Recognition and Modelling/Error Rate

Statistics

Papers: 820
Benchmarks: 80

Links

Tasks

3D 3D Face Modelling 3D Face Reconstruction Blind Face Restoration Face Anonymization Face Quality Assessement Face Recognition Face Reconstruction Face Verification Facial Recognition and Modelling Lightweight Face Recognition Quantization Synthetic Face Recognition Unsupervised face recognition