COGMOD-HWI/Project/on_CPU/analysis_results.csv

1	seed	optimizer	augmentation	test_acc	robustness
2	42	sgd	none	0.7013	{'0.1': 0.6895, '0.2': 0.6449, '0.3': 0.5712}
3	42	sgd	standard	0.6791	{'0.1': 0.6702, '0.2': 0.6315, '0.3': 0.5601}
4	42	sgd	aggressive	0.6703	{'0.1': 0.6505, '0.2': 0.587, '0.3': 0.5143}
5	42	adam	none	0.5658	{'0.1': 0.5575, '0.2': 0.5204, '0.3': 0.4498}
6	42	adam	standard	0.4394	{'0.1': 0.4385, '0.2': 0.4069, '0.3': 0.3476}
7	42	adam	aggressive	0.45	{'0.1': 0.4467, '0.2': 0.4168, '0.3': 0.3557}
8	123	sgd	none	0.7002	{'0.1': 0.6902, '0.2': 0.6511, '0.3': 0.5781}
9	123	sgd	standard	0.6951	{'0.1': 0.6833, '0.2': 0.6248, '0.3': 0.5406}
10	123	sgd	aggressive	0.6766	{'0.1': 0.6661, '0.2': 0.6188, '0.3': 0.5369}
11	123	adam	none	0.4857	{'0.1': 0.4851, '0.2': 0.4572, '0.3': 0.4191}
12	123	adam	standard	0.4536	{'0.1': 0.4517, '0.2': 0.4216, '0.3': 0.3551}
13	123	adam	aggressive	0.4542	{'0.1': 0.4568, '0.2': 0.4363, '0.3': 0.3909}
14	999	sgd	none	0.6961	{'0.1': 0.6845, '0.2': 0.6509, '0.3': 0.5702}
15	999	sgd	standard	0.6896	{'0.1': 0.6757, '0.2': 0.6251, '0.3': 0.5515}
16	999	sgd	aggressive	0.663	{'0.1': 0.6542, '0.2': 0.6143, '0.3': 0.5326}
17	999	adam	none	0.5189	{'0.1': 0.5138, '0.2': 0.4787, '0.3': 0.4115}
18	999	adam	standard	0.4934	{'0.1': 0.4822, '0.2': 0.4312, '0.3': 0.34}
19	999	adam	aggressive	0.4039	{'0.1': 0.4053, '0.2': 0.3814, '0.3': 0.3183}