Face Image Quality Assessment on IJB-C
38.5116pAUC-EDC (FMR=1e-3)RankIQA
Evaluation results
| Method | Links | |||||||
|---|---|---|---|---|---|---|---|---|
| RankIQAFR model=ArcFace, Method Type=IQA2026.04 | 38.5116 | — | — | — | — | 63.9573 | — | |
| DeepIQAFR model=ArcFace, Method Type=IQA2026.04 | 38.3042 | — | — | — | — | 64.0029 | — | |
| BRISQUEFR model=ArcFace, Method Type=IQA2026.04 | 38.1258 | — | — | — | — | 65.554 | — | |
| ATTN-FIQAFR model=MagFace, Method Type=FIQA2026.04 | 21.036 | — | — | — | — | 30.785 | — | |
| ATTN-FIQAFR model=ElasticFace, Method Type=FIQA2026.04 | 18.0546 | — | — | — | — | 26.4342 | — | |
| ATTN-FIQAFR model=ArcFace, Method Type=FIQA2026.04 | 18.0199 | — | — | — | — | 27.5059 | — | |
| ATTN-FIQAFR model=CurricularFace, Method Type=FIQA2026.04 | 17.0019 | — | — | — | — | 25.8376 | — | |
| ATTN-FIQAFR model=MagFace [34], Category=FIQA2026.04 | 7.897 | — | — | — | — | 11.6811 | — | |
| ATTN-FIQAFR model=ArcFace [15], Category=FIQA2026.04 | 6.7381 | — | — | — | — | 10.2817 | — | |
| ATTN-FIQAFR model=ElasticFace [9], Category=FIQA2026.04 | 6.4902 | — | — | — | — | 9.996 | — | |
| ATTN-FIQAFR model=CurricularFace [25], Category=FIQA2026.04 | 6.4599 | — | — | — | — | 9.4364 | — | |
| BRISQUEFR Model=ArcFace, Assessment Category=IQA2026.01 | — | — | — | 0.72 | 1.13 | — | — | |
| EX-FIQA-FW (C)FR Backbone=ArcFace, Method Category=FIQA2026.04 | — | — | — | 1.47 | 2.16 | — | — | |
| EX-FIQA-FW (C)FR Backbone=CurricularFace, Method Category=FIQA2026.04 | — | — | — | 1.43 | 2.06 | — | — | |
| PreFIQsFR Model=ArcFace, Discard Rate=0.3, FMR=10^-32026.05 | — | — | — | — | — | — | 6.77 | |
| PreFIQsFR Model=CurricularFace, Discard Rate=0.3, FMR=10^-32026.05 | — | — | — | — | — | — | 6.445 | |
| PreFIQsFR Model=ElasticFace, Discard Rate=0.3, FMR=10^-32026.05 | — | — | — | — | — | — | 6.461 | |
| PreFIQsFR Model=MagFace, Discard Rate=0.3, FMR=10^-32026.05 | — | — | — | — | — | — | 7.838 | |
| RankIQFR Model=ArcFace, Discard Rate=0.3, FMR=10^-32026.05 | — | — | — | — | — | — | 7.898 | |
| RankIQFR Model=CurricularFace, Discard Rate=0.3, FMR=10^-32026.05 | — | — | — | — | — | — | 7.654 | |
| RankIQFR Model=ElasticFace, Discard Rate=0.3, FMR=10^-32026.05 | — | — | — | — | — | — | 7.737 | |
| RankIQFR Model=MagFace, Discard Rate=0.3, FMR=10^-32026.05 | — | — | — | — | — | — | 9.217 | |
| ViT-FIQA(T)FR Backbone=ArcFace, Method Category=FIQA2026.04 | — | — | — | 1.47 | 2.16 | — | — | |
| ViTNT-FIQAFR backbone=ArcFace, Method Category=FIQA2026.01 | — | 1.69 | 2.45 | — | — | — | — | |
| ViTNT-FIQAFR backbone=ElasticFace, Method Category=FIQA2026.01 | — | 1.63 | 2.42 | — | — | — | — | |
| ViTNT-FIQAFR backbone=MagFace, Method Category=FIQA2026.01 | — | 1.95 | 2.75 | — | — | — | — | |
| ViTNT-FIQAFR backbone=CurricularFace, Method Category=FIQA2026.01 | — | 1.64 | 2.34 | — | — | — | — | |
| ViTNT-FIQAFR Model=ArcFace, Assessment Category=FIQA2026.01 | — | — | — | 0.58 | 0.87 | — | — | |
| ViTNT-FIQAFR Model=ElasticFace, Assessment Category=FIQA2026.01 | — | — | — | 0.55 | 0.85 | — | — | |
| ViTNT-FIQAFR Model=MagFace, Assessment Category=FIQA2026.01 | — | — | — | 0.66 | 0.99 | — | — | |
| ViTNT-FIQAFR Model=CurricularFace, Assessment Category=FIQA2026.01 | — | — | — | 0.55 | 0.81 | — | — |