ML Research Wiki / Benchmarks / Face Verification / IJB-C

IJB-C

Face Verification Benchmark

Performance Over Time

📊 Showing 25 results | 📏 Metric: TAR @ FAR=1e-6

Top Performing Models

Rank Model Paper TAR @ FAR=1e-6 Date Code
1 QMagFace QMagFace: Simple and Accurate Quality-Aware Face Recognition 98.51 2021-11-26 📦 pterhoer/QMagFace
2 CAFace+AdaFace (WebFace4M) Cluster and Aggregate: Face Recognition with Large Probe Set 98.08 2022-10-19 📦 mk-minchul/caface
3 Cos+UNPG Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition 97.57 2022-03-22 📦 tomas-gajarsky/facetorch 📦 jung-jun-uk/unpg
4 Arc+UNPG Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition 97.51 2022-03-22 📦 tomas-gajarsky/facetorch 📦 jung-jun-uk/unpg
5 ArcFace+CSFM Controllable and Guided Face Synthesis for Unconstrained Face Recognition 96.31 2022-07-20 📦 Faceplugin-ltd/FaceRecognition-Android 📦 FaceOnLive/Face-Recognition-SDK-Android 📦 liuf1990/CFSM
6 PartialFC Killing Two Birds with One Stone:Efficient and Robust Training of Face Recognition CNNs by Partial FC 0.00 2022-03-28 📦 deepinsight/insightface 📦 Faceplugin-ltd/FaceRecognition-Android 📦 Recognito-Vision/Android-FaceRecognition-FaceLivenessDetection
7 ArcFace ArcFace: Additive Angular Margin Loss for Deep Face Recognition 0.00 2018-01-23 📦 deepinsight/insightface 📦 serengil/deepface 📦 PaddlePaddle/PaddleClas
8 HeadSharing: SH-KD It's All in the Head: Representation Knowledge Distillation through Classifier Sharing 0.00 2022-01-18 📦 alibaba-miil/headsharingkd
9 HeadSharing: TH-KD It's All in the Head: Representation Knowledge Distillation through Classifier Sharing 0.00 2022-01-18 📦 alibaba-miil/headsharingkd
10 Partial FC Killing Two Birds with One Stone:Efficient and Robust Training of Face Recognition CNNs by Partial FC 0.00 2022-03-28 📦 deepinsight/insightface 📦 Faceplugin-ltd/FaceRecognition-Android 📦 Recognito-Vision/Android-FaceRecognition-FaceLivenessDetection

All Papers (25)