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Image Classification on MNIST (test) (Fitness)

103.9FitnessEvolved
98.59699.973101.35102.727Dec 5, 2025

Evaluation results

MethodLinks
EvolvedTraining steps=1000, Seeds=3, Backbone=SmallCNN2025.12103.9
AdamTraining steps=1000, Seeds=3, Backbone=SmallCNN2025.12103.6
RMSPropTraining steps=1000, Seeds=3, Backbone=SmallCNN2025.12103.5
AdamWTraining steps=1000, Seeds=3, Backbone=SmallCNN2025.12103.5
SGD (momentum)Training steps=1000, Seeds=3, Backbone=SmallCNN2025.1298.8