Image Classification on MNIST i.i.d. partitioning (test)
97.49Accuracy (Complete)A single SGD, no Pac-Man
Evaluation Results
| Method | Links | ||||
|---|---|---|---|---|---|
| A single SGD, no Pac-ManPac-Man node=Absent, Self-duplication=N/A, Optimization algorithm=SGD2025.08 | 97.49 | 97.48 | 97.43 | 97.51 | |
| ACPac-Man node=Present, Self-duplication=True, Optimization algorithm=Average Crossing (AC)2025.08 | 97.32 | 97.79 | 97.64 | 97.09 | |
| DeCaForkPac-Man node=Present, Self-duplication=True, Optimization algorithm=DeCaFork2025.08 | 97.25 | 97.31 | 97.49 | 97.12 | |
| A single SGD, no self-duplicationPac-Man node=Present, Self-duplication=False, Optimization algorithm=SGD2025.08 | 71.04 | 66.15 | 53.9 | 78.85 |