Neural Field Reconstruction on CelebA
29.38PSNR (Step 1)MAML+CL
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| MAML+CLLearning Paradigm=Meta-continual learning (MCL), Best Step=642025.04 | 29.38 | 33.22 | 28.06 | |
| MCL-NFLearning Paradigm=Meta-continual learning (MCL), Best Step=40962025.04 | 29.29 | 45.4 | 45.4 | |
| MOLLearning Paradigm=Meta-offline learning (MOL), Best Step=40962025.04 | 29.21 | 45.28 | 45.28 | |
| OMLLearning Paradigm=Meta-continual learning (MCL), Best Step=322025.04 | 28.81 | 31.64 | 23.06 | |
| EWCLearning Paradigm=Continual learning (CL), Best Step=2562025.04 | 12.59 | 20.08 | 18.19 | |
| ERLearning Paradigm=Continual learning (CL), Best Step=40962025.04 | 12.53 | 43.9 | 43.9 | |
| CLLearning Paradigm=Continual learning (CL), Best Step=2562025.04 | 12.41 | 15.6 | 15.57 | |
| MERLearning Paradigm=Continual meta-learning (CML), Best Step=2562025.04 | 11.9 | 21.97 | 20.27 | |
| OLLearning Paradigm=Offline learning (OL), Best Step=40962025.04 | 11.78 | 38.15 | 38.15 |