Skip to content

add models from Jia2022LAS-AT #80

New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

Sign up for GitHub

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Merged
fra31 merged 5 commits into from
Apr 12, 2022
Merged

add models from Jia2022LAS-AT #80

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
5 commits
Select commit Hold shift + click to select a range
baaddd8
add models from Jia2022LAS-AT
fra31 Apr 4, 2022
16806a8
Merge branch 'master' into add-models
fra31 Apr 4, 2022
9820d87
edit json files
fra31 Apr 4, 2022
2b13ff0
Merge branch 'add-models' of https://github.com/RobustBench/robustben…
fra31 Apr 4, 2022
af89d2d
update readme
fra31 Apr 12, 2022
File filter

Filter by extension

Filter by extension
Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
90 changes: 47 additions & 43 deletions README.md
View file
Open in desktop

Large diffs are not rendered by default.

16 changes: 16 additions & 0 deletions model_info/cifar10/Linf/Jia2022LAS-AT_34_10.json
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,16 @@
{
"link": "https://arxiv.org/abs/2203.06616",
"name": "LAS-AT: Adversarial Training with Learnable Attack Strategy",
"authors": "Xiaojun Jia, Yong Zhang, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao",
"additional_data": false,
"number_forward_passes": 1,
"dataset": "cifar10",
"venue": "arXiv, Mar 2022",
"architecture": "WideResNet-34-10",
"eps": "8/255",
"clean_acc": "84.98",
"reported": "56.26",
"autoattack_acc": "56.26",
"footnote": "",
"unreliable": false
}
16 changes: 16 additions & 0 deletions model_info/cifar10/Linf/Jia2022LAS-AT_70_16.json
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,16 @@
{
"link": "https://arxiv.org/abs/2203.06616",
"name": "LAS-AT: Adversarial Training with Learnable Attack Strategy",
"authors": "Xiaojun Jia, Yong Zhang, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao",
"additional_data": false,
"number_forward_passes": 1,
"dataset": "cifar10",
"venue": "arXiv, Mar 2022",
"architecture": "WideResNet-70-16",
"eps": "8/255",
"clean_acc": "85.66",
"reported": "57.61",
"autoattack_acc": "57.61",
"footnote": "",
"unreliable": false
}
16 changes: 16 additions & 0 deletions model_info/cifar100/Linf/Jia2022LAS-AT_34_10.json
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,16 @@
{
"link": "https://arxiv.org/abs/2203.06616",
"name": "LAS-AT: Adversarial Training with Learnable Attack Strategy",
"authors": "Xiaojun Jia, Yong Zhang, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao",
"additional_data": false,
"number_forward_passes": 1,
"dataset": "cifar100",
"venue": "arXiv, Mar 2022",
"architecture": "WideResNet-34-10",
"eps": "8/255",
"clean_acc": "64.89",
"reported": "30.77",
"autoattack_acc": "30.77",
"footnote": "",
"unreliable": false
}
16 changes: 16 additions & 0 deletions model_info/cifar100/Linf/Jia2022LAS-AT_34_20.json
View file
Open in desktop
Original file line number Diff line number Diff line change
@@ -0,0 +1,16 @@
{
"link": "https://arxiv.org/abs/2203.06616",
"name": "LAS-AT: Adversarial Training with Learnable Attack Strategy",
"authors": "Xiaojun Jia, Yong Zhang, Baoyuan Wu, Ke Ma, Jue Wang, Xiaochun Cao",
"additional_data": false,
"number_forward_passes": 1,
"dataset": "cifar100",
"venue": "arXiv, Mar 2022",
"architecture": "WideResNet-34-20",
"eps": "8/255",
"clean_acc": "67.31",
"reported": "31.91",
"autoattack_acc": "31.91",
"footnote": "",
"unreliable": false
}
10 changes: 9 additions & 1 deletion robustbench/model_zoo/cifar10.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -708,6 +708,14 @@ def forward(self, x):
'model': rebuffi_sodef,
'gdrive_id': '1-HjG9f7wJDnNRdMQSiz8dlCI3sq5mfqj',
}),
('Jia2022LAS-AT_34_10', {
'model': lambda: WideResNet(depth=34, widen_factor=10),
'gdrive_id': '1-3l7xKhIPyes3O4QSz0HU6L-hfOoS0xD',
}),
('Jia2022LAS-AT_70_16', {
'model': lambda: WideResNet(depth=70, widen_factor=16),
'gdrive_id': '1-4p-Gr0hjl8wq6qvvTza4x4a5Rmu-Bfr',
}),
('Pang2022Robustness_WRN28_10', {
'model':
lambda: DMWideResNet(num_classes=10,
Expand All @@ -727,7 +735,7 @@ def forward(self, x):
mean=CIFAR10_MEAN,
std=CIFAR10_STD),
'gdrive_id': '1uQZYUuUiL9BzaQUeXLhjr_RhoyFRrHe3'
})
}),
])

l2 = OrderedDict([
Expand Down
16 changes: 13 additions & 3 deletions robustbench/model_zoo/cifar100.py
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -321,7 +321,7 @@ def forward(self, x):
('Addepalli2021Towards_WRN34', {
'model':
lambda: WideResNet(num_classes=100, depth=34, sub_block1=True),
'gdrive_id': '1-9GAld_105-jWBLXL73btmfOCwAqvz7Y'
'gdrive_id': '1-9GAld_105-jWBLXL73btmfOCwAqvz7Y',
}),
('Chen2021LTD_WRN34_10', {
'model':
Expand Down Expand Up @@ -349,8 +349,18 @@ def forward(self, x):
mean=CIFAR100_MEAN,
std=CIFAR100_STD),
'gdrive_id':
"1F3kn8KIdBVls8QuTWc3BbB83htkQeVQD"
})
"1F3kn8KIdBVls8QuTWc3BbB83htkQeVQD",
}),
('Jia2022LAS-AT_34_10', {
'model': lambda: WideResNet(depth=34, widen_factor=10,
num_classes=100, sub_block1=True),
'gdrive_id': '1-338K2PUf5FTwk4cbUUeTNz247GrXaMG',
}),
('Jia2022LAS-AT_34_20', {
'model': lambda: WideResNet(depth=34, widen_factor=20,
num_classes=100),
'gdrive_id': '1WhRq01Yl1v8O3skkrGUBuySlptidc5a6',
}),
])

common_corruptions = OrderedDict([
Expand Down