AdaFace Model Benchmark Report

Date: 2026-06-11 14:19 · Device: cuda · 172 images / 17 celebrities (Hollywood: 172) · genuine pairs: 785 · impostor pairs: 13921 · dropped: 0

Recommendation: R100 / MS1MV2 — EER 0.00%, TAR@FAR=1% 100.00%. Suggested threshold: 0.28 (strict FAR=1% point: 0.17).

Model comparison (sorted by EER, lower is better)

ModelEERTAR@FAR=1%Acc@0.30Genuine meanImpostor meanSeparationSuggested thr
R100 / MS1MV20.00%100.00%99.99%0.63900.01030.62870.28
R100 / WebFace12M0.00%100.00%99.97%0.64610.01100.63510.27
R100 / WebFace4M0.13%100.00%99.97%0.64320.01080.63250.26
R100 / MS1MV30.61%99.49%99.93%0.64280.00930.63360.19

R100 / MS1MV2

Per-region genuine similarity

RegionMeanMinPairs
Hollywood0.63900.2827785

Hardest genuine pairs (same person, low score)

ABScore
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.2827
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.2959
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.3005
Hollywood/Megan_FoxHollywood/Megan_Fox0.306
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.3164

Hardest impostor pairs (different people, high score)

ABScore
Hollywood/Hugh_JackmanHollywood/Robert_Downey_Jr0.2813
Hollywood/Brad_PittHollywood/Hugh_Jackman0.2647
Hollywood/Hugh_JackmanHollywood/Robert_Downey_Jr0.2599
Hollywood/Johnny_DeppHollywood/Leonardo_DiCaprio0.2548
Hollywood/Hugh_JackmanHollywood/Robert_Downey_Jr0.2484

R100 / WebFace12M

Per-region genuine similarity

RegionMeanMinPairs
Hollywood0.64610.2678785

Hardest genuine pairs (same person, low score)

ABScore
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.2678
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.27
Hollywood/Megan_FoxHollywood/Megan_Fox0.2706
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.2898
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.3095

Hardest impostor pairs (different people, high score)

ABScore
Hollywood/Brad_PittHollywood/Hugh_Jackman0.2752
Hollywood/Angelina_JolieHollywood/Natalie_Portman0.2647
Hollywood/Brad_PittHollywood/Leonardo_DiCaprio0.2549
Hollywood/Brad_PittHollywood/Leonardo_DiCaprio0.2542
Hollywood/Johnny_DeppHollywood/Leonardo_DiCaprio0.2515

R100 / WebFace4M

Per-region genuine similarity

RegionMeanMinPairs
Hollywood0.64320.2293785

Hardest genuine pairs (same person, low score)

ABScore
Hollywood/Megan_FoxHollywood/Megan_Fox0.2293
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.2741
Hollywood/Megan_FoxHollywood/Megan_Fox0.2747
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.2973
Hollywood/Megan_FoxHollywood/Megan_Fox0.3008

Hardest impostor pairs (different people, high score)

ABScore
Hollywood/Brad_PittHollywood/Hugh_Jackman0.3126
Hollywood/Hugh_JackmanHollywood/Robert_Downey_Jr0.2947
Hollywood/Angelina_JolieHollywood/Natalie_Portman0.2795
Hollywood/Brad_PittHollywood/Leonardo_DiCaprio0.2759
Hollywood/Brad_PittHollywood/Leonardo_DiCaprio0.2752

R100 / MS1MV3

Per-region genuine similarity

RegionMeanMinPairs
Hollywood0.64280.0770785

Hardest genuine pairs (same person, low score)

ABScore
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.077
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.1514
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.1684
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.1708
Hollywood/Robert_Downey_JrHollywood/Robert_Downey_Jr0.1915

Hardest impostor pairs (different people, high score)

ABScore
Hollywood/Johnny_DeppHollywood/Leonardo_DiCaprio0.28
Hollywood/Brad_PittHollywood/Leonardo_DiCaprio0.2732
Hollywood/Johnny_DeppHollywood/Leonardo_DiCaprio0.267
Hollywood/Hugh_JackmanHollywood/Robert_Downey_Jr0.2538
Hollywood/Brad_PittHollywood/Leonardo_DiCaprio0.2513