Handwritten digit classification on MNIST non-i.i.d. partitioning Ring topology 34 (test)
97.82AccuracyStandard SGD
Evaluation results
| Method | Links | |
|---|---|---|
| Standard SGDgraph_access=full access to all nodes, Pac-Man node=absent2026.01 | 97.82 | |
| CILA (parameter)=10 (small)2026.01 | 96.17 | |
| CILA (parameter)=350 (large)2026.01 | 96.13 | |
| DeCaFork2026.01 | 95.96 |