Image Classification on MNIST Split
99.69Test AccuracyJoint
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| Joint2021.06 | 99.69 | — | — | — | — | — | |
| NCL2021.06 | 99.55 | — | — | — | — | — | |
| NCL (no opt)Optimization=None2021.06 | 99.53 | — | — | — | — | — | |
| OWM2021.06 | 99.36 | — | — | — | — | — | |
| KFAC2021.06 | 99.04 | — | — | — | — | — | |
| Joint2021.06 | 98.69 | — | — | — | — | — | |
| EWC2021.06 | 98.67 | — | — | — | — | — | |
| Joint2021.06 | 98.32 | — | — | — | — | — | |
| SI2021.06 | 97.24 | — | — | — | — | — | |
| NCL2021.06 | 91.48 | — | — | — | — | — | |
| OWM2021.06 | 87.46 | — | — | — | — | — | |
| NCL (no opt)Optimization=None2021.06 | 84.9 | — | — | — | — | — | |
| None2021.06 | 81.58 | — | — | — | — | — | |
| OWM2021.06 | 80.73 | — | — | — | — | — | |
| NCL2021.06 | 69.31 | — | — | — | — | — | |
| KFAC2021.06 | 67.86 | — | — | — | — | — | |
| SI2021.06 | 65.2 | — | — | — | — | — | |
| EWC2021.06 | 63.44 | — | — | — | — | — | |
| None2021.06 | 59.47 | — | — | — | — | — | |
| NCL (no opt)Optimization=None2021.06 | 47.49 | — | — | — | — | — | |
| SI2021.06 | 21.4 | — | — | — | — | — | |
| EWC2021.06 | 20.08 | — | — | — | — | — | |
| KFAC2021.06 | 19.99 | — | — | — | — | — | |
| None2021.06 | 19.88 | — | — | — | — | — | |
| EWCBackbone=Simple MLP2026.02 | — | 12.8 | 11.5 | 31.8 | 12 | 99.8 | |
| OGDBackbone=Simple MLP2026.02 | — | 99.9 | 68 | 54.6 | 74.7 | 42.7 | |
| SFAOBackbone=Simple MLP2026.02 | — | 93.6 | 79.3 | 47.2 | 95.6 | 86.8 | |
| SGDBackbone=Simple MLP2026.02 | — | 67.4 | 75.9 | 47.4 | 97 | 91 | |
| SIBackbone=Simple MLP2026.02 | — | 93.9 | 92.6 | 99.3 | 99.8 | 99.2 |