mirror of
https://github.com/ION606/COGMOD-HWI.git
synced 2026-05-14 22:16:57 +00:00
200 lines
3.4 KiB
JSON
200 lines
3.4 KiB
JSON
[
|
|
{
|
|
"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
|
|
}
|
|
}
|
|
] |