Face Recognition on IJB-C (test)
98.15TAR @ FMR=1e-3TransFIRA (Filter + Weight)
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| TransFIRA (Filter + Weight)Backbone=CosFace (BRIAR), Aggregation=CCAS Cutoff + CCS Weighting2025.10 | 98.15 | 97.11 | 86.01 | |
| CR-FIQA (L)Backbone=ArcFace (WebFace), Aggregation=Weighted (FIQA)2025.10 | 98.11 | 97 | 87.26 | |
| TransFIRA (CCAS Filter)Backbone=CosFace (BRIAR), Aggregation=CCAS > 0 cutoff2025.10 | 98.11 | 96.97 | 83.34 | |
| TransFIRA (CCAS Filter)Backbone=ArcFace (WebFace), Aggregation=CCAS > 0 cutoff2025.10 | 98.11 | 96.85 | 87.12 | |
| TransFIRA (Filter + Weight)Backbone=ArcFace (WebFace), Aggregation=CCAS Cutoff + CCS Weighting2025.10 | 98.09 | 96.93 | 87.24 | |
| CR-FIQA (L)Backbone=CosFace (BRIAR), Aggregation=Weighted (FIQA)2025.10 | 98 | 96.17 | 37.11 | |
| CR-FIQA (S)Backbone=ArcFace (WebFace), Aggregation=Weighted (FIQA)2025.10 | 97.42 | 95.95 | 79.66 | |
| eDifFIQA (M)Backbone=ArcFace (WebFace), Aggregation=Weighted (FIQA)2025.10 | 97.4 | 95.97 | 79.56 | |
| CLIB-FIQABackbone=ArcFace (WebFace), Aggregation=Weighted (FIQA)2025.10 | 97.4 | 95.94 | 79.79 | |
| DifFIQA (R)Backbone=ArcFace (WebFace), Aggregation=Weighted (FIQA)2025.10 | 97.39 | 95.96 | 79.72 | |
| eDifFIQA (S)Backbone=ArcFace (WebFace), Aggregation=Weighted (FIQA)2025.10 | 97.39 | 95.97 | 79.58 | |
| eDifFIQA (L)Backbone=ArcFace (WebFace), Aggregation=Weighted (FIQA)2025.10 | 97.39 | 95.99 | 79.71 | |
| SDD-FIQABackbone=ArcFace (WebFace), Aggregation=Weighted (FIQA)2025.10 | 97.38 | 95.9 | 79.77 | |
| TransFIRA (CCS Weight)Backbone=ArcFace (WebFace), Aggregation=CCS Weighting2025.10 | 97.37 | 95.78 | 79.7 | |
| MagFaceBackbone=ArcFace (WebFace), Aggregation=Weighted (FIQA)2025.10 | 97.36 | 95.75 | 79.7 | |
| GraFIQs (S)Backbone=ArcFace (WebFace), Aggregation=Weighted (FIQA)2025.10 | 97.35 | 95.65 | 78.84 | |
| Average (Baseline)Backbone=ArcFace (WebFace), Aggregation=Uniform2025.10 | 97.34 | 95.64 | 78.81 | |
| GraFIQs (L)Backbone=ArcFace (WebFace), Aggregation=Weighted (FIQA)2025.10 | 97.34 | 95.64 | 78.81 | |
| CR-FIQA (S)Backbone=CosFace (BRIAR), Aggregation=Weighted (FIQA)2025.10 | 97.21 | 94.34 | 25.22 | |
| eDifFIQA (L)Backbone=CosFace (BRIAR), Aggregation=Weighted (FIQA)2025.10 | 97.21 | 94.68 | 25.29 | |
| DifFIQA (R)Backbone=CosFace (BRIAR), Aggregation=Weighted (FIQA)2025.10 | 97.2 | 94.47 | 24.99 | |
| eDifFIQA (S)Backbone=CosFace (BRIAR), Aggregation=Weighted (FIQA)2025.10 | 97.2 | 94.54 | 25.31 | |
| TransFIRA (CCS Weight)Backbone=CosFace (BRIAR), Aggregation=CCS Weighting2025.10 | 97.18 | 94.47 | 25.12 | |
| FaceQNetBackbone=ArcFace (WebFace), Aggregation=Weighted (FIQA)2025.10 | 97.17 | 95.29 | 75.67 | |
| eDifFIQA (M)Backbone=CosFace (BRIAR), Aggregation=Weighted (FIQA)2025.10 | 97.17 | 94.82 | 25.18 | |
| CLIB-FIQABackbone=CosFace (BRIAR), Aggregation=Weighted (FIQA)2025.10 | 97.14 | 94.28 | 25.13 | |
| SDD-FIQABackbone=CosFace (BRIAR), Aggregation=Weighted (FIQA)2025.10 | 97.08 | 93.61 | 25.25 | |
| MagFaceBackbone=CosFace (BRIAR), Aggregation=Weighted (FIQA)2025.10 | 96.94 | 92.8 | 25.04 | |
| GraFIQs (S)Backbone=CosFace (BRIAR), Aggregation=Weighted (FIQA)2025.10 | 96.76 | 91.75 | 24.41 | |
| Average (Baseline)Backbone=CosFace (BRIAR), Aggregation=Uniform2025.10 | 96.75 | 91.68 | 24.4 | |
| GraFIQs (L)Backbone=CosFace (BRIAR), Aggregation=Weighted (FIQA)2025.10 | 96.75 | 91.69 | 24.4 | |
| FaceQNetBackbone=CosFace (BRIAR), Aggregation=Weighted (FIQA)2025.10 | 96.42 | 89.12 | 22.24 |