5-way Identity Recognition on CelebA (test)
94.98AccuracyMAML (Supervised)
Evaluation results
| Method | Links | |
|---|---|---|
| MAML (Supervised)Number of shots (S)=52023.02 | 94.98 | |
| ProtoNets (Supervised)Number of shots (S)=52023.02 | 90.84 | |
| MAML (Supervised)Number of shots (S)=12023.02 | 85.46 | |
| ProtoNets (Supervised)Number of shots (S)=12023.02 | 84.17 | |
| CMVAENumber of shots (S)=52023.02 | 74.18 | |
| IFSLNumber of shots (S)=52023.02 | 72.09 | |
| Meta-GMVAENumber of shots (S)=52023.02 | 71.95 | |
| LASIUM-RO-GAN-MAMLNumber of shots (S)=52023.02 | 66.98 | |
| CACTUSNumber of shots (S)=52023.02 | 62.71 | |
| LASIUM-RO-VAE-ProtoNetsNumber of shots (S)=52023.02 | 61.12 | |
| CMVAENumber of shots (S)=12023.02 | 61.04 | |
| LASIUM-RO-GAN-ProtoNetsNumber of shots (S)=52023.02 | 60.83 | |
| UMTRANumber of shots (S)=52023.02 | 60.44 | |
| LASIUM-RO-VAE-MAMLNumber of shots (S)=52023.02 | 58.22 | |
| Meta-GMVAENumber of shots (S)=12023.02 | 58.05 | |
| IFSLNumber of shots (S)=12023.02 | 57.98 | |
| Training from scratchNumber of shots (S)=52023.02 | 56.5 | |
| LASIUM-RO-GAN-ProtoNetsNumber of shots (S)=12023.02 | 44.39 | |
| LASIUM-RO-GAN-MAMLNumber of shots (S)=12023.02 | 43.88 | |
| LASIUM-RO-VAE-ProtoNetsNumber of shots (S)=12023.02 | 43.22 | |
| CACTUSNumber of shots (S)=12023.02 | 41.42 | |
| LASIUM-RO-VAE-MAMLNumber of shots (S)=12023.02 | 41.25 | |
| UMTRANumber of shots (S)=12023.02 | 39.3 | |
| Training from scratchNumber of shots (S)=12023.02 | 34.69 |