Files
COGMOD-HWI/Project/combined_results.json
2025-04-24 17:45:54 -04:00

398 lines
6.8 KiB
JSON

[
{
"seed": 42,
"optimizer": "sgd",
"augmentation": "none",
"test_acc": 0.7017,
"robustness": {
"0.1": 0.6874,
"0.2": 0.6539,
"0.3": 0.573
}
},
{
"seed": 42,
"optimizer": "sgd",
"augmentation": "standard",
"test_acc": 0.6983,
"robustness": {
"0.1": 0.685,
"0.2": 0.6393,
"0.3": 0.5324
}
},
{
"seed": 42,
"optimizer": "sgd",
"augmentation": "aggressive",
"test_acc": 0.6529,
"robustness": {
"0.1": 0.6441,
"0.2": 0.5905,
"0.3": 0.5073
}
},
{
"seed": 42,
"optimizer": "adam",
"augmentation": "none",
"test_acc": 0.5754,
"robustness": {
"0.1": 0.5688,
"0.2": 0.5225,
"0.3": 0.461
}
},
{
"seed": 42,
"optimizer": "adam",
"augmentation": "standard",
"test_acc": 0.5012,
"robustness": {
"0.1": 0.5008,
"0.2": 0.4696,
"0.3": 0.3933
}
},
{
"seed": 42,
"optimizer": "adam",
"augmentation": "aggressive",
"test_acc": 0.4534,
"robustness": {
"0.1": 0.443,
"0.2": 0.4074,
"0.3": 0.3669
}
},
{
"seed": 123,
"optimizer": "sgd",
"augmentation": "none",
"test_acc": 0.7018,
"robustness": {
"0.1": 0.6907,
"0.2": 0.6513,
"0.3": 0.5808
}
},
{
"seed": 123,
"optimizer": "sgd",
"augmentation": "standard",
"test_acc": 0.6987,
"robustness": {
"0.1": 0.688,
"0.2": 0.6378,
"0.3": 0.5488
}
},
{
"seed": 123,
"optimizer": "sgd",
"augmentation": "aggressive",
"test_acc": 0.6736,
"robustness": {
"0.1": 0.6591,
"0.2": 0.6077,
"0.3": 0.5265
}
},
{
"seed": 123,
"optimizer": "adam",
"augmentation": "none",
"test_acc": 0.5414,
"robustness": {
"0.1": 0.5207,
"0.2": 0.4721,
"0.3": 0.3951
}
},
{
"seed": 123,
"optimizer": "adam",
"augmentation": "standard",
"test_acc": 0.4439,
"robustness": {
"0.1": 0.4509,
"0.2": 0.4256,
"0.3": 0.3567
}
},
{
"seed": 123,
"optimizer": "adam",
"augmentation": "aggressive",
"test_acc": 0.4519,
"robustness": {
"0.1": 0.4502,
"0.2": 0.4266,
"0.3": 0.3584
}
},
{
"seed": 999,
"optimizer": "sgd",
"augmentation": "none",
"test_acc": 0.6778,
"robustness": {
"0.1": 0.669,
"0.2": 0.6288,
"0.3": 0.5506
}
},
{
"seed": 999,
"optimizer": "sgd",
"augmentation": "standard",
"test_acc": 0.6961,
"robustness": {
"0.1": 0.6862,
"0.2": 0.6491,
"0.3": 0.5655
}
},
{
"seed": 999,
"optimizer": "sgd",
"augmentation": "aggressive",
"test_acc": 0.6623,
"robustness": {
"0.1": 0.6504,
"0.2": 0.5934,
"0.3": 0.5163
}
},
{
"seed": 999,
"optimizer": "adam",
"augmentation": "none",
"test_acc": 0.5477,
"robustness": {
"0.1": 0.5394,
"0.2": 0.4983,
"0.3": 0.4188
}
},
{
"seed": 999,
"optimizer": "adam",
"augmentation": "standard",
"test_acc": 0.4508,
"robustness": {
"0.1": 0.4455,
"0.2": 0.3987,
"0.3": 0.308
}
},
{
"seed": 999,
"optimizer": "adam",
"augmentation": "aggressive",
"test_acc": 0.4209,
"robustness": {
"0.1": 0.4268,
"0.2": 0.4071,
"0.3": 0.3368
}
},
{
"seed": 42,
"optimizer": "sgd",
"augmentation": "none",
"test_acc": 0.7013,
"robustness": {
"0.1": 0.6895,
"0.2": 0.6449,
"0.3": 0.5712
}
},
{
"seed": 42,
"optimizer": "sgd",
"augmentation": "standard",
"test_acc": 0.6791,
"robustness": {
"0.1": 0.6702,
"0.2": 0.6315,
"0.3": 0.5601
}
},
{
"seed": 42,
"optimizer": "sgd",
"augmentation": "aggressive",
"test_acc": 0.6703,
"robustness": {
"0.1": 0.6505,
"0.2": 0.587,
"0.3": 0.5143
}
},
{
"seed": 42,
"optimizer": "adam",
"augmentation": "none",
"test_acc": 0.5658,
"robustness": {
"0.1": 0.5575,
"0.2": 0.5204,
"0.3": 0.4498
}
},
{
"seed": 42,
"optimizer": "adam",
"augmentation": "standard",
"test_acc": 0.4394,
"robustness": {
"0.1": 0.4385,
"0.2": 0.4069,
"0.3": 0.3476
}
},
{
"seed": 42,
"optimizer": "adam",
"augmentation": "aggressive",
"test_acc": 0.45,
"robustness": {
"0.1": 0.4467,
"0.2": 0.4168,
"0.3": 0.3557
}
},
{
"seed": 123,
"optimizer": "sgd",
"augmentation": "none",
"test_acc": 0.7002,
"robustness": {
"0.1": 0.6902,
"0.2": 0.6511,
"0.3": 0.5781
}
},
{
"seed": 123,
"optimizer": "sgd",
"augmentation": "standard",
"test_acc": 0.6951,
"robustness": {
"0.1": 0.6833,
"0.2": 0.6248,
"0.3": 0.5406
}
},
{
"seed": 123,
"optimizer": "sgd",
"augmentation": "aggressive",
"test_acc": 0.6766,
"robustness": {
"0.1": 0.6661,
"0.2": 0.6188,
"0.3": 0.5369
}
},
{
"seed": 123,
"optimizer": "adam",
"augmentation": "none",
"test_acc": 0.4857,
"robustness": {
"0.1": 0.4851,
"0.2": 0.4572,
"0.3": 0.4191
}
},
{
"seed": 123,
"optimizer": "adam",
"augmentation": "standard",
"test_acc": 0.4536,
"robustness": {
"0.1": 0.4517,
"0.2": 0.4216,
"0.3": 0.3551
}
},
{
"seed": 123,
"optimizer": "adam",
"augmentation": "aggressive",
"test_acc": 0.4542,
"robustness": {
"0.1": 0.4568,
"0.2": 0.4363,
"0.3": 0.3909
}
},
{
"seed": 999,
"optimizer": "sgd",
"augmentation": "none",
"test_acc": 0.6961,
"robustness": {
"0.1": 0.6845,
"0.2": 0.6509,
"0.3": 0.5702
}
},
{
"seed": 999,
"optimizer": "sgd",
"augmentation": "standard",
"test_acc": 0.6896,
"robustness": {
"0.1": 0.6757,
"0.2": 0.6251,
"0.3": 0.5515
}
},
{
"seed": 999,
"optimizer": "sgd",
"augmentation": "aggressive",
"test_acc": 0.663,
"robustness": {
"0.1": 0.6542,
"0.2": 0.6143,
"0.3": 0.5326
}
},
{
"seed": 999,
"optimizer": "adam",
"augmentation": "none",
"test_acc": 0.5189,
"robustness": {
"0.1": 0.5138,
"0.2": 0.4787,
"0.3": 0.4115
}
},
{
"seed": 999,
"optimizer": "adam",
"augmentation": "standard",
"test_acc": 0.4934,
"robustness": {
"0.1": 0.4822,
"0.2": 0.4312,
"0.3": 0.34
}
},
{
"seed": 999,
"optimizer": "adam",
"augmentation": "aggressive",
"test_acc": 0.4039,
"robustness": {
"0.1": 0.4053,
"0.2": 0.3814,
"0.3": 0.3183
}
}
]