COGMOD-HWI/Project/on_CPU/analysis_results.csv

seed,optimizer,augmentation,test_acc,robustness
42,sgd,none,0.7013,"{'0.1': 0.6895, '0.2': 0.6449, '0.3': 0.5712}"
42,sgd,standard,0.6791,"{'0.1': 0.6702, '0.2': 0.6315, '0.3': 0.5601}"
42,sgd,aggressive,0.6703,"{'0.1': 0.6505, '0.2': 0.587, '0.3': 0.5143}"
42,adam,none,0.5658,"{'0.1': 0.5575, '0.2': 0.5204, '0.3': 0.4498}"
42,adam,standard,0.4394,"{'0.1': 0.4385, '0.2': 0.4069, '0.3': 0.3476}"
42,adam,aggressive,0.45,"{'0.1': 0.4467, '0.2': 0.4168, '0.3': 0.3557}"
123,sgd,none,0.7002,"{'0.1': 0.6902, '0.2': 0.6511, '0.3': 0.5781}"
123,sgd,standard,0.6951,"{'0.1': 0.6833, '0.2': 0.6248, '0.3': 0.5406}"
123,sgd,aggressive,0.6766,"{'0.1': 0.6661, '0.2': 0.6188, '0.3': 0.5369}"
123,adam,none,0.4857,"{'0.1': 0.4851, '0.2': 0.4572, '0.3': 0.4191}"
123,adam,standard,0.4536,"{'0.1': 0.4517, '0.2': 0.4216, '0.3': 0.3551}"
123,adam,aggressive,0.4542,"{'0.1': 0.4568, '0.2': 0.4363, '0.3': 0.3909}"
999,sgd,none,0.6961,"{'0.1': 0.6845, '0.2': 0.6509, '0.3': 0.5702}"
999,sgd,standard,0.6896,"{'0.1': 0.6757, '0.2': 0.6251, '0.3': 0.5515}"
999,sgd,aggressive,0.663,"{'0.1': 0.6542, '0.2': 0.6143, '0.3': 0.5326}"
999,adam,none,0.5189,"{'0.1': 0.5138, '0.2': 0.4787, '0.3': 0.4115}"
999,adam,standard,0.4934,"{'0.1': 0.4822, '0.2': 0.4312, '0.3': 0.34}"
999,adam,aggressive,0.4039,"{'0.1': 0.4053, '0.2': 0.3814, '0.3': 0.3183}"