Image Classification on KMNIST (test)
18.95Time Reduction(p*ρ, m*ρ)
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| (p*ρ, m*ρ)Service time distribution=Lognormal, Data distribution=IID, ρ=0.1, Target accuracy=0.802026.03 | 18.95 | 45.53 | — | |
| (p*ρ, m*ρ)Service time distribution=Deterministic, Data distribution=IID, ρ=0.1, Target accuracy=0.802026.03 | 15.46 | 47.19 | — | |
| (p*ρ, m*ρ)Service time distribution=Exponential, Data distribution=Non-IID, ρ=0.1, Target accuracy=0.802026.03 | 10.58 | 46.1 | — | |
| (p*ρ, m*ρ)Service time distribution=Lognormal, Data distribution=Non-IID, ρ=0.1, Target accuracy=0.802026.03 | 8.63 | 40.9 | — | |
| (p*ρ, m*ρ)Service time distribution=Exponential, Data distribution=IID, ρ=0.1, Target accuracy=0.802026.03 | 6.11 | 46.9 | — | |
| (p*ρ, m*ρ)Service time distribution=Deterministic, Data distribution=Non-IID, ρ=0.1, Target accuracy=0.802026.03 | 0.53 | 36.62 | — | |
| DBPTTModel variant=DBPTT2026.05 | — | — | 91.92 | |
| DEPModel variant=DEP2026.05 | — | — | 90.02 | |
| EPModel variant=EP2026.05 | — | — | 88.54 |