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SotA/Methodology/Face Recognition/LFW

Face Recognition on LFW

Metric: Accuracy (higher is better)

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Results

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#Model↕Accuracy▼AugmentationsPaperDate↕Code
1GhostFaceNetV2-1 (MS1MV3)0.998667Yes--Code
2SymFace + AdaFace + ResNet100 +WebFace (MS1MV2)0.9985YesSymFace: Additional Facial Symmetry Loss for Dee...2024-09-18-
3Prodpoly0.99833YesDeep Polynomial Neural Networks2020-06-20Code
4DiscFace0.9983Yes---
5ArcFace + MS1MV2 + R1000.9983YesAdaFace: Quality Adaptive Margin for Face Recogn...2022-04-03Code
6DCQ0.998YesDynamic Class Queue for Large Scale Face Recogni...2021-05-24Code
7AdaFace + WebFace4M + R1000.998YesAdaFace: Quality Adaptive Margin for Face Recogn...2022-04-03Code
8EdgeFace - S (g=0.5)0.9978YesEdgeFace: Efficient Face Recognition Model for E...2023-07-04Code
9EdgeFace - S (g=0.5)0.9978NoEdgeFace: Efficient Face Recognition Model for E...2023-07-04Code
10CircleLoss0.9973YesCircle Loss: A Unified Perspective of Pair Simil...2020-02-25Code
11FaceTransformer+OctupletLoss0.9973YesOctuplet Loss: Make Face Recognition Robust to I...2022-07-14Code
12EdgeFace - XS (g=0.6)0.9973NoEdgeFace: Efficient Face Recognition Model for E...2023-07-04Code
13EdgeFace - XS (g=0.6)0.9973NoEdgeFace: Efficient Face Recognition Model for E...2023-07-04Code
14PocketNetS0.9966NoPocketNet: Extreme Lightweight Face Recognition ...2021-08-24Code
15Seesaw-shuffleFaceNet(mobi)0.9965NoSeesawFaceNets: sparse and robust face verificat...2019-08-24Code
16MixFaceNet-S0.996NoMixFaceNets: Extremely Efficient Face Recognitio...2021-07-27Code
17SynthDistill0.9952NoSynthDistill: Face Recognition with Knowledge Di...2023-08-28Code
18MobileFaceNet0.9928NoMobileFaceNets: Efficient CNNs for Accurate Real...2018-04-20Code
19QMagFace0.985NoQMagFace: Simple and Accurate Quality-Aware Face...2021-11-26Code
20IDiff-Face0.98NoIDiff-Face: Synthetic-based Face Recognition thr...2023-08-09Code
21DigiFace-1M0.9617NoDigiFace-1M: 1 Million Digital Face Images for F...2022-10-05Code
22OcularAI-Face0.945NoMagicEye: An Intelligent Wearable Towards Indepe...2023-03-24Code