{ "MNIST": { "epochs": [1,2,3,4,5,6,7,8,9,10], "LIAM_RFT": [92.85, 97.09, 97.95, 98.38, 98.74, 99.05, 99.10, 99.17, 99.35, 99.46], "Adam": [92.44, 95.45, 95.83, 96.12, 96.41, 96.65, 96.82, 97.08, 97.19, 97.24], "Lion": [91.20, 94.80, 95.10, 95.60, 96.00, 96.30, 96.50, 96.70, 96.90, 97.00], "SGR": [89.60, 93.10, 93.80, 94.50, 95.00, 95.40, 95.70, 96.00, 96.20, 96.40] }, "CIFAR-10": { "epochs": [1,2,3,4,5], "LIAM_RFT": [71.3, 76.2, 80.1, 83.0, 84.2], "Adam": [68.4, 72.5, 76.0, 80.1, 82.6], "Lion": [66.9, 71.0, 74.5, 78.2, 80.3], "SGR": [65.0, 69.2, 72.8, 76.4, 78.9] } }