ML Research Wiki / Benchmarks / Face Verification / MegaFace

MegaFace

Face Verification Benchmark

Performance Over Time

📊 Showing 10 results | 📏 Metric: Accuracy

Top Performing Models

Rank Model Paper Accuracy Date Code
1 Prodpoly Deep Polynomial Neural Networks 0.00 2020-06-20 📦 Faceplugin-ltd/FaceRecognition-Android 📦 FaceOnLive/Face-Recognition-SDK-Android 📦 grigorisg9gr/polynomial_nets 📦 Recognito-Vision/Android-FaceRecognition-FaceLivenessDetection 📦 jesperhauch/polynomial_deep_learning
2 ElasticFace-Arc ElasticFace: Elastic Margin Loss for Deep Face Recognition 0.00 2021-09-20 📦 fdbtrs/ElasticFace 📦 fdbtrs/sface-privacy-friendly-and-accurate-face-recognition-using-synthetic-data 📦 RocketFlash/easy_metric_learning
3 ArcFace + MS1MV2 + R100 + R ArcFace: Additive Angular Margin Loss for Deep Face Recognition 0.00 2018-01-23 📦 deepinsight/insightface 📦 serengil/deepface 📦 PaddlePaddle/PaddleClas
4 Dynamic AdaCos AdaCos: Adaptively Scaling Cosine Logits for Effectively Learning Deep Face Representations 0.00 2019-05-01 📦 Faceplugin-ltd/FaceRecognition-Android 📦 Recognito-Vision/Linux-FaceRecognition-FaceLivenessDetection 📦 4uiiurz1/pytorch-adacos
5 SV-AM-Softmax Support Vector Guided Softmax Loss for Face Recognition 0.00 2018-12-29 📦 Recognito-Vision/Linux-FaceRecognition-FaceLivenessDetection 📦 xiaoboCASIA/SV-X-Softmax 📦 comratvlad/sv_softmax 📦 SevenZhan/Pytorch 📦 MindSpore-scientific-2/code-11
6 CosFace CosFace: Large Margin Cosine Loss for Deep Face Recognition 0.00 2018-01-29 📦 PaddlePaddle/PaddleClas 📦 cvqluu/Angular-Penalty-Softmax-Losses-Pytorch 📦 cvqluu/Additive-Margin-Softmax-Loss-Pytorch
7 PFEfuse + match Probabilistic Face Embeddings 0.00 2019-04-21 📦 seasonSH/Probabilistic-Face-Embeddings
8 SphereFace (3-patch ensemble) SphereFace: Deep Hypersphere Embedding for Face Recognition 0.00 2017-04-26 📦 wy1iu/sphereface 📦 clcarwin/sphereface_pytorch 📦 cvqluu/Additive-Margin-Softmax-Loss-Pytorch
9 SphereFace (single model) SphereFace: Deep Hypersphere Embedding for Face Recognition 0.00 2017-04-26 📦 wy1iu/sphereface 📦 clcarwin/sphereface_pytorch 📦 cvqluu/Additive-Margin-Softmax-Loss-Pytorch
10 Light CNN-29 A Light CNN for Deep Face Representation with Noisy Labels 0.00 2015-11-09 📦 AlfredXiangWu/LightCNN 📦 AlfredXiangWu/face_verification_experiment 📦 Faceplugin-ltd/FaceRecognition-Android

All Papers (10)

Faceplugin-ltd/FaceRecognition-Android FaceOnLive/Face-Recognition-SDK-Android
fdbtrs/ElasticFace fdbtrs/sface-privacy-friendly-and-accurate-face-recognition-using-synthetic-data RocketFlash/easy_metric_learning
deepinsight/insightface serengil/deepface
Faceplugin-ltd/FaceRecognition-Android Recognito-Vision/Linux-FaceRecognition-FaceLivenessDetection
Recognito-Vision/Linux-FaceRecognition-FaceLivenessDetection xiaoboCASIA/SV-X-Softmax
PaddlePaddle/PaddleClas cvqluu/Angular-Penalty-Softmax-Losses-Pytorch

Probabilistic Face Embeddings

2019
PFEfuse + match
seasonSH/Probabilistic-Face-Embeddings
wy1iu/sphereface clcarwin/sphereface_pytorch
wy1iu/sphereface clcarwin/sphereface_pytorch
AlfredXiangWu/LightCNN AlfredXiangWu/face_verification_experiment