Face Recognition on CelebA (test)
96.18Top-1 AccSupervised MAML
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| Supervised MAMLK(tr)=152020.06 | 96.18 | — | — | |
| Supervised MAMLK(tr)=52020.06 | 94.98 | — | — | |
| Supervised ProtoNetsK(tr)=152020.06 | 90.85 | — | — | |
| Supervised ProtoNetsK(tr)=52020.06 | 90.84 | — | — | |
| Supervised MAMLK(tr)=12020.06 | 85.46 | — | — | |
| Supervised ProtoNetsK(tr)=12020.06 | 84.17 | — | — | |
| LASIUM-RO-GAN-MAMLK(tr)=152020.06 | 78.13 | — | — | |
| CACTUSK(tr)=152020.06 | 74.18 | — | — | |
| Transfer Learning (VGG-19)K(tr)=152020.06 | 74.04 | — | — | |
| UMTRAK(tr)=152020.06 | 72.41 | — | — | |
| LASIUM-RO-VAE-MAMLK(tr)=152020.06 | 71.05 | — | — | |
| Clear images2019.07 | 71 | 84 | 89 | |
| Training from scratchK(tr)=152020.06 | 70.56 | — | — | |
| LASIUM-RO-VAE-ProtoNetsK(tr)=152020.06 | 68.51 | — | — | |
| LASIUM-RO-GAN-MAMLK(tr)=52020.06 | 66.98 | — | — | |
| LASIUM-RO-GAN-ProtoNetsK(tr)=152020.06 | 66.66 | — | — | |
| UMSNloss=Ltotal2019.07 | 64 | 75 | 83 | |
| CACTUSK(tr)=52020.06 | 62.71 | — | — | |
| LASIUM-RO-VAE-ProtoNetsK(tr)=52020.06 | 61.12 | — | — | |
| LASIUM-RO-GAN-ProtoNetsK(tr)=52020.06 | 60.83 | — | — | |
| UMTRAK(tr)=52020.06 | 60.44 | — | — | |
| Transfer Learning (VGG-19)K(tr)=52020.06 | 58.74 | — | — | |
| LASIUM-RO-VAE-MAMLK(tr)=52020.06 | 58.22 | — | — | |
| Kupyn et al.venue=ICCV'192019.07 | 58 | 70 | 77 | |
| Training from scratchK(tr)=52020.06 | 56.5 | — | — | |
| Shen et al.venue=CVPR'182019.07 | 54 | 68 | 74 | |
| LASIUM-RO-GAN-ProtoNetsK(tr)=12020.06 | 44.39 | — | — | |
| Pan et al.venue=ECCV 20142019.07 | 44 | 57 | 64 | |
| LASIUM-RO-GAN-MAMLK(tr)=12020.06 | 43.88 | — | — | |
| LASIUM-RO-VAE-ProtoNetsK(tr)=12020.06 | 43.22 | — | — | |
| Xu et al.venue=CVPR'132019.07 | 43 | 57 | 64 | |
| Nah et al.venue=CVPR'172019.07 | 42 | 59 | 65 | |
| CACTUSK(tr)=12020.06 | 41.42 | — | — | |
| LASIUM-RO-VAE-MAMLK(tr)=12020.06 | 41.25 | — | — | |
| UMTRAK(tr)=12020.06 | 39.3 | — | — | |
| Training from scratchK(tr)=12020.06 | 34.69 | — | — | |
| Transfer Learning (VGG-19)K(tr)=12020.06 | 33.28 | — | — | |
| Blurred images2019.07 | 31 | 46 | 53 | |
| Zhong et al.venue=CVPR'132019.07 | 30 | 44 | 51 |