ML Research Wiki / Benchmarks / Face Recognition / CelebA+masks

CelebA+masks

Face Recognition Benchmark

Performance Over Time

📊 Showing 5 results | 📏 Metric: Accuracy

Top Performing Models

Rank Model Paper Accuracy Date Code
1 Fine-tuned ArcFace A realistic approach to generate masked faces applied on two novel masked face recognition data sets 95.43 2021-09-03 📦 Faceplugin-ltd/FaceRecognition-Android 📦 FaceOnLive/Face-Recognition-SDK-Android 📦 securifai/masked_faces
2 Fine-tuned FaceNet A realistic approach to generate masked faces applied on two novel masked face recognition data sets 93.58 2021-09-03 📦 Faceplugin-ltd/FaceRecognition-Android 📦 FaceOnLive/Face-Recognition-SDK-Android 📦 securifai/masked_faces
3 ArcFace ArcFace: Additive Angular Margin Loss for Deep Face Recognition 91.78 2018-01-23 📦 deepinsight/insightface 📦 serengil/deepface 📦 PaddlePaddle/PaddleClas
4 Fine-tuned VGG-Face A realistic approach to generate masked faces applied on two novel masked face recognition data sets 91.51 2021-09-03 📦 Faceplugin-ltd/FaceRecognition-Android 📦 FaceOnLive/Face-Recognition-SDK-Android 📦 securifai/masked_faces
5 FaceNet FaceNet: A Unified Embedding for Face Recognition and Clustering 90.96 2015-03-12 📦 serengil/deepface 📦 davidsandberg/facenet 📦 timesler/facenet-pytorch

All Papers (5)