Image-level recognizability evaluation on BRIAR Protocol Image-level 3.1
0.8566SCTransFIRA (CCS)
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| TransFIRA (CCS)Backbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.8566 | 0.1536 | 0.2722 | 0.4753 | |
| TransFIRA (CCAS)Backbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.823 | 0.1558 | 0.2734 | 0.4752 | |
| TransFIRA (CCAS)Backbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | 0.6568 | 0.4071 | 0.6335 | 0.8068 | |
| TransFIRA (CCS)Backbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | 0.6401 | 0.3934 | 0.6315 | 0.8076 | |
| CLIB-FIQABackbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.5004 | 0.2536 | 0.3591 | 0.534 | |
| DifFIQA (R)Backbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | 0.4657 | 0.4375 | 0.6622 | 0.8194 | |
| DifFIQA (R)Backbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.4416 | 0.2782 | 0.382 | 0.549 | |
| eDifFIQA (L)Backbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | 0.4415 | 0.4407 | 0.6658 | 0.8198 | |
| CLIB-FIQABackbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | 0.4404 | 0.4508 | 0.6758 | 0.8281 | |
| eDifFIQA (L)Backbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.4377 | 0.284 | 0.3855 | 0.5489 | |
| CR-FIQA (L)Backbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.4143 | 0.2708 | 0.3839 | 0.564 | |
| CR-FIQA (L)Backbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | 0.3654 | 0.4387 | 0.6815 | 0.8386 | |
| eDifFIQA (S)Backbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.361 | 0.2978 | 0.4064 | 0.5763 | |
| eDifFIQA (M)Backbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.287 | 0.3249 | 0.4267 | 0.5836 | |
| eDifFIQA (S)Backbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | 0.2577 | 0.4644 | 0.7035 | 0.8433 | |
| eDifFIQA (M)Backbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | 0.2265 | 0.4517 | 0.6895 | 0.8316 | |
| GraFIQs (L)Backbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.1831 | 0.3881 | 0.5059 | 0.6732 | |
| FaceQNetBackbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.1589 | 0.3957 | 0.5225 | 0.6903 | |
| GraFIQs (L)Backbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | 0.1434 | 0.5074 | 0.7643 | 0.8914 | |
| MagFaceBackbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.1367 | 0.4314 | 0.5616 | 0.7336 | |
| FaceQNetBackbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | 0.1194 | 0.5037 | 0.7606 | 0.8924 | |
| CR-FIQA (S)Backbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.1107 | 0.4199 | 0.5463 | 0.7093 | |
| CR-FIQA (S)Backbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | 0.057 | 0.5409 | 0.7874 | 0.8975 | |
| MagFaceBackbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | 0.0467 | 0.5426 | 0.8054 | 0.92 | |
| GraFIQs (S)Backbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.035 | 0.4363 | 0.5646 | 0.7344 | |
| SDD-FIQABackbone Architecture=CosFace, Backbone Pre-training Dataset=BRIAR2025.10 | 0.0293 | 0.4513 | 0.5771 | 0.7335 | |
| SDD-FIQABackbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | 0.0112 | 0.5527 | 0.8069 | 0.9148 | |
| GraFIQs (S)Backbone Architecture=ArcFace, Backbone Pre-training Dataset=WebFace2025.10 | -0.0194 | 0.5325 | 0.8102 | 0.9287 |