Image Categorization on SVHN (0-4) to MNIST (5-9) (test)
96.7Mean Classification AccuracyCFSM
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| CFSMk=52018.12 | 96.7 | 0.2 | |
| CFSMk=42018.12 | 95.5 | 0.3 | |
| LETk=52018.12 | 95 | 0.4 | |
| CFSMk=32018.12 | 94.8 | 0.5 | |
| LETk=42018.12 | 94.2 | 0.6 | |
| LETk=32018.12 | 93.6 | 0.6 | |
| CFSMk=22018.12 | 93.5 | 0.5 | |
| LETk=22018.12 | 91.7 | 0.7 | |
| FT Targetk=52018.12 | 89.3 | 0.9 | |
| Train Targetk=52018.12 | 88.3 | 1.1 | |
| FT Targetk=42018.12 | 84.5 | 0.8 | |
| Train Targetk=42018.12 | 83 | 0.9 | |
| FT matching netsk=52018.12 | 82.7 | 1.1 | |
| FT matching netsk=42018.12 | 79.3 | 1.3 | |
| FT Targetk=32018.12 | 79.1 | 1.2 | |
| Train Targetk=32018.12 | 77.2 | 1.1 | |
| FT matching netsk=32018.12 | 75.5 | 2.4 | |
| FT Targetk=22018.12 | 69.8 | 1.6 | |
| Train Targetk=22018.12 | 66.5 | 1.7 | |
| FT matching netsk=22018.12 | 64.5 | 1.9 |