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

IJB-B

Face Verification Benchmark

Performance Over Time

📊 Showing 12 results | 📏 Metric: TAR @ FAR=0.01

Top Performing Models

Rank Model Paper TAR @ FAR=0.01 Date Code
1 PartialFC(WebFace42M) Killing Two Birds with One Stone:Efficient and Robust Training of Face Recognition CNNs by Partial FC 96.71 2022-03-28 📦 deepinsight/insightface 📦 Faceplugin-ltd/FaceRecognition-Android 📦 Recognito-Vision/Android-FaceRecognition-FaceLivenessDetection
2 AdaFace (WebFace4M) AdaFace: Quality Adaptive Margin for Face Recognition 96.03 2022-04-03 📦 mk-minchul/adaface 📦 tomas-gajarsky/facetorch 📦 Faceplugin-ltd/FaceRecognition-Android
3 AdaFace (MS1MV3) AdaFace: Quality Adaptive Margin for Face Recognition 95.84 2022-04-03 📦 mk-minchul/adaface 📦 tomas-gajarsky/facetorch 📦 Faceplugin-ltd/FaceRecognition-Android
4 AdaFace (MS1MV2) AdaFace: Quality Adaptive Margin for Face Recognition 95.67 2022-04-03 📦 mk-minchul/adaface 📦 tomas-gajarsky/facetorch 📦 Faceplugin-ltd/FaceRecognition-Android
5 CAFace+AdaFace (WebFace4M) Cluster and Aggregate: Face Recognition with Large Probe Set 95.53 2022-10-19 📦 mk-minchul/caface
6 Mag+UNPG Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition 95.21 2022-03-22 📦 tomas-gajarsky/facetorch 📦 jung-jun-uk/unpg
7 Arc+UNPG Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition 95.04 2022-03-22 📦 tomas-gajarsky/facetorch 📦 jung-jun-uk/unpg
8 Cos+UNPG Unified Negative Pair Generation toward Well-discriminative Feature Space for Face Recognition 94.99 2022-03-22 📦 tomas-gajarsky/facetorch 📦 jung-jun-uk/unpg
9 QMagFace QMagFace: Simple and Accurate Quality-Aware Face Recognition 94.70 2021-11-26 📦 pterhoer/QMagFace
10 VGGFace2_ft VGGFace2: A dataset for recognising faces across pose and age 90.80 2017-10-23 📦 deepinsight/insightface 📦 YadiraF/DECA 📦 yfeng95/deca

All Papers (12)