Face Recognition on TinyFace
73.87Rank-1AdaFace+Ours
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| AdaFace+OursLabeled Train Data=WebFace12M, Backbone=IResNet-1002022.07 | 73.87 | 76.77 | — | — | |
| FunFaceDataset=WebFace4M2026.04 | 73.31 | 76.05 | — | — | |
| AdaFaceLabeled Train Data=WebFace12M, Backbone=IResNet-1002022.07 | 72.29 | 74.97 | — | — | |
| AdaFace(m=0.4)Dataset=WebFace4M2026.04 | 72.02 | 74.52 | — | — | |
| ArcFaceDataset=WebFace4M2026.04 | 71.11 | 74.38 | — | — | |
| RI-ResNet34FLOP (M)=8G2026.04 | 70.4 | — | 82.2 | 85.4 | |
| FunFaceDataset=MS1MV32026.04 | 69.88 | 73.04 | — | — | |
| ViT-FREE10_{FT}Exit Depth=10, Fine-tuning Protocol=Fine-tuned, GFLOPs=9.602026.06 | 69.23 | 72.77 | — | — | |
| FunFaceDataset=MS1MV22026.04 | 69.07 | 72.21 | — | — | |
| ViT-FREE11_{FT}Exit Depth=11, Fine-tuning Protocol=Fine-tuned, GFLOPs=10.552026.06 | 68.99 | 72.29 | — | — | |
| ViT-FREE11Exit Depth=11, Fine-tuning Protocol=None, GFLOPs=10.552026.06 | 68.96 | 72.37 | — | — | |
| ViT-FREE12Exit Depth=12, Fine-tuning Protocol=None, GFLOPs=11.502026.06 | 68.37 | 72.16 | — | — | |
| AdaFace(m=0.4)Dataset=MS1MV22026.04 | 68.21 | 71.54 | — | — | |
| ViT-FREE12_{FT}Exit Depth=12, Fine-tuning Protocol=Fine-tuned, GFLOPs=11.502026.06 | 68.08 | 71.89 | — | — | |
| AdaFace(m=0.4)Dataset=MS1MV32026.04 | 67.81 | 70.98 | — | — | |
| ViT-FREE9_{FT}Exit Depth=9, Fine-tuning Protocol=Fine-tuned, GFLOPs=8.652026.06 | 66.55 | 70.6 | — | — | |
| ViT-FREE8_{FT}Exit Depth=8, Fine-tuning Protocol=Fine-tuned, GFLOPs=7.712026.06 | 66.55 | 70.6 | — | — | |
| ViT-FREE10Exit Depth=10, Fine-tuning Protocol=None, GFLOPs=9.602026.06 | 66.52 | 71.46 | — | — | |
| ViT-FREE7_{FT}Exit Depth=7, Fine-tuning Protocol=Fine-tuned, GFLOPs=6.762026.06 | 64.97 | 68.94 | — | — | |
| URLDataset=MS1MV22026.04 | 63.89 | 68.67 | — | — | |
| CurricularFaceDataset=MS1MV22026.04 | 63.68 | 67.65 | — | — | |
| ViT-FREE9Exit Depth=9, Fine-tuning Protocol=None, GFLOPs=8.652026.06 | 63.41 | 68.83 | — | — | |
| ArcFace+OursLabeled Train Data=MS1MV2-*, Backbone=ResNet-502022.07 | 63.01 | 68.21 | — | — | |
| ArcFace+Ours*Labeled Train Data=MS1MV2-*, Backbone=ResNet-502022.07 | 62.39 | 67.36 | — | — | |
| ArcFaceLabeled Train Data=MS1MV2-*, Backbone=ResNet-502022.07 | 62.21 | 66.85 | — | — | |
| ViT-FREE6_{FT}Exit Depth=6, Fine-tuning Protocol=Fine-tuned, GFLOPs=5.812026.06 | 61.53 | 66.58 | — | — | |
| ResNet50FLOP (M)=12G2026.04 | 61.2 | 63.7 | 65.9 | 68.2 | |
| ViT-FREE8Exit Depth=8, Fine-tuning Protocol=None, GFLOPs=7.712026.06 | 60.94 | 66.95 | — | — | |
| ViT-FREE5_{FT}Exit Depth=5, Fine-tuning Protocol=Fine-tuned, GFLOPs=4.862026.06 | 58.64 | 64.43 | — | — | |
| ViT-FREE7Exit Depth=7, Fine-tuning Protocol=None, GFLOPs=6.762026.06 | 57.38 | 64.14 | — | — | |
| ResNet34FLOP (M)=8G2026.04 | 56.1 | 56.9 | 59 | 63.8 | |
| ViT-FREE4_{FT}Exit Depth=4, Fine-tuning Protocol=Fine-tuned, GFLOPs=3.912026.06 | 55.04 | 61 | — | — | |
| ViT-FREE6Exit Depth=6, Fine-tuning Protocol=None, GFLOPs=5.812026.06 | 52.9 | 60.01 | — | — | |
| VarGFaceNetFLOP (M)=10222026.04 | 52.8 | 54.1 | 56.3 | 58.2 | |
| ViT-FREE3_{FT}Exit Depth=3, Fine-tuning Protocol=Fine-tuned, GFLOPs=2.962026.06 | 50.78 | 57.24 | — | — | |
| ShuffleFaceNet-1.5FLOP (M)=5772026.04 | 50.2 | 52.4 | 54.5 | 55.3 | |
| FaceLiVTv2-MFLOP (M)=2582026.04 | 49.6 | 56.3 | 60.8 | 64.2 | |
| FaceLiVTv2-LFLOP (M)=3092026.04 | 49.5 | 56.3 | 61.7 | 65 | |
| FaceLiVTv2-SFLOP (M)=1792026.04 | 47.8 | 55.5 | 60.5 | 64 | |
| ViT-FREE5Exit Depth=5, Fine-tuning Protocol=None, GFLOPs=4.862026.06 | 47.51 | 56.25 | — | — | |
| ViT-FREE2_{FT}Exit Depth=2, Fine-tuning Protocol=Fine-tuned, GFLOPs=2.012026.06 | 46.19 | 52.76 | — | — | |
| FaceLiVTv2-XSFLOP (M)=902026.04 | 46.1 | 52.7 | 58 | 61.7 | |
| CSRI2026.04 | 44.8 | — | 60.4 | 65.1 | |
| MobileFaceNetFLOP (M)=4402026.04 | 42.3 | 44.6 | 47.1 | 50.2 | |
| ViT-FREE4Exit Depth=4, Fine-tuning Protocol=None, GFLOPs=3.912026.06 | 41.63 | 50.91 | — | — | |
| ViT-FREE1_{FT}Exit Depth=1, Fine-tuning Protocol=Fine-tuned, GFLOPs=1.062026.06 | 37.45 | 43.75 | — | — | |
| ViT-FREE3Exit Depth=3, Fine-tuning Protocol=None, GFLOPs=2.962026.06 | 35.89 | 45.63 | — | — | |
| CenterFace2026.04 | 32.1 | — | 44.5 | 48.4 | |
| VGGFace2026.04 | 30.4 | — | 40.4 | 42.7 | |
| ViT-FREE2Exit Depth=2, Fine-tuning Protocol=None, GFLOPs=2.012026.06 | 29.51 | 38.44 | — | — | |
| ViT-FREE1Exit Depth=1, Fine-tuning Protocol=None, GFLOPs=1.062026.06 | 22.8 | 31.25 | — | — | |
| AdaFaceVenue=CVPR22, Train Data=MS1MV2 [5], Backbone=ResNet101 [43]2025.06 | — | — | 74.17 | — | |
| FRABSMVenue=KBS24, Train Data=MS1MV2 [5], Backbone=ResNet101 [43]2025.06 | — | — | 73.47 | — | |
| LH2FaceTrain Data=MS1MV2 [5], Backbone=ResNet101 [43]2025.06 | — | — | 74.68 | — |