PMNIST
Benchmarks
| Task Name | Dataset Name | SOTA Result | Trend | |
|---|---|---|---|---|
| Sequential Image Classification | pMNIST (test) | Accuracy (Test)98.8 | 77 | |
| Image Classification | pMNIST (test) | Accuracy98.76 | 20 | |
| Continual Learning | PMNIST (test) | Accuracy98.6 | 17 | |
| Sequential Image Classification | pMNIST average over 3 seeds (val) | Validation Accuracy0.9834 | 10 | |
| Continual Learning | PMNIST | Accuracy84.95 | 8 | |
| Permuted Image Classification | pMNIST 3136 | Accuracy94.3 | 7 | |
| Permuted Image Classification | pMNIST 784 | Accuracy97.1 | 7 | |
| Image Classification | PMNIST | Mean Accuracy95.7 | 2 |
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