COGMOD-HWI/Project/analytics/analysis_results.csv

1	seed	optimizer	augmentation	test_acc	robustness
2	42	sgd	none	0.7088	{'0.1': 0.6319, '0.2': 0.4336, '0.3': 0.2913}
3	42	sgd	standard	0.6859	{'0.1': 0.5952, '0.2': 0.4019, '0.3': 0.2757}
4	42	sgd	aggressive	0.6536	{'0.1': 0.5778, '0.2': 0.43, '0.3': 0.2943}
5	42	adam	none	0.5451	{'0.1': 0.4221, '0.2': 0.2298, '0.3': 0.1545}
6	42	adam	standard	0.5101	{'0.1': 0.454, '0.2': 0.2098, '0.3': 0.1324}
7	42	adam	aggressive	0.4427	{'0.1': 0.4048, '0.2': 0.2461, '0.3': 0.1547}
8	123	sgd	none	0.6974	{'0.1': 0.63, '0.2': 0.4452, '0.3': 0.312}
9	123	sgd	standard	0.6674	{'0.1': 0.6252, '0.2': 0.4146, '0.3': 0.2764}
10	123	sgd	aggressive	0.6691	{'0.1': 0.6179, '0.2': 0.4691, '0.3': 0.3423}
11	123	adam	none	0.6049	{'0.1': 0.4685, '0.2': 0.3387, '0.3': 0.2378}
12	123	adam	standard	0.4654	{'0.1': 0.4071, '0.2': 0.3073, '0.3': 0.2341}
13	123	adam	aggressive	0.5096	{'0.1': 0.4624, '0.2': 0.3219, '0.3': 0.2159}
14	999	sgd	none	0.7058	{'0.1': 0.6252, '0.2': 0.3848, '0.3': 0.2276}
15	999	sgd	standard	0.6861	{'0.1': 0.6002, '0.2': 0.4184, '0.3': 0.2986}
16	999	sgd	aggressive	0.6595	{'0.1': 0.5775, '0.2': 0.4165, '0.3': 0.2899}
17	999	adam	none	0.5573	{'0.1': 0.4562, '0.2': 0.293, '0.3': 0.2167}
18	999	adam	standard	0.4835	{'0.1': 0.4136, '0.2': 0.2221, '0.3': 0.1548}
19	999	adam	aggressive	0.5123	{'0.1': 0.449, '0.2': 0.2571, '0.3': 0.1658}