Skip to content
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

Add and update models #192

Open
wants to merge 1 commit into
base: master
Choose a base branch
from
Open

Add and update models #192

Show file tree
Hide file tree
Changes from all commits
Commits
Show all changes
1 commit
Select commit
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
16 changes: 16 additions & 0 deletions model_info/cifar10/L2/Amini2024MeanSparse_S-WRN-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/2406.05927",
"name": "MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification",
"authors": "Sajjad Amini, Mohammadreza Teymoorianfard, Shiqing Ma, Amir Houmansadr",
"additional_data": false,
"number_forward_passes": 1,
"dataset": "cifar10",
"venue": "arXiv, Jun 2024",
"architecture": "MeanSparse WideResNet-70-16",
"eps": "0.5",
"clean_acc": "95.49",
"reported": "87.28",
"autoattack_acc": "87.28",
"footnote": "It adds the MeanSparse operator to the adversarially trained models.",
"unreliable": false
}
8 changes: 4 additions & 4 deletions ...nfo/cifar10/Linf/Amini2024MeanSparse.json → ...inf/Amini2024MeanSparse_Ra_WRN_70_16.json
View file
Open in desktop
Original file line number Diff line number Diff line change
Expand Up @@ -2,15 +2,15 @@
"link": "https://arxiv.org/abs/2406.05927",
"name": "MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification",
"authors": "Sajjad Amini, Mohammadreza Teymoorianfard, Shiqing Ma, Amir Houmansadr",
"additional_data": true,
"additional_data": false,
"number_forward_passes": 1,
"dataset": "cifar10",
"venue": "arXiv, Jun 2024",
"architecture": "MeanSparse RaWideResNet-70-16",
"eps": "8/255",
"clean_acc": "93.24",
"reported": "72.08",
"autoattack_acc": "72.08",
"clean_acc": "93.27",
"reported": "72.78",
"autoattack_acc": "72.78",
"footnote": "It adds the MeanSparse operator to the adversarially trained models.",
"unreliable": false
}
16 changes: 16 additions & 0 deletions model_info/cifar10/Linf/Amini2024MeanSparse_S-WRN-94-16.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/2406.05927",
"name": "MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification",
"authors": "Sajjad Amini, Mohammadreza Teymoorianfard, Shiqing Ma, Amir Houmansadr",
"additional_data": false,
"number_forward_passes": 1,
"dataset": "cifar10",
"venue": "arXiv, Jun 2024",
"architecture": "MeanSparse WideResNet-94-16",
"eps": "8/255",
"clean_acc": "93.63",
"reported": "75.28",
"autoattack_acc": "75.28",
"footnote": "It adds the MeanSparse operator to the adversarially trained models.",
"unreliable": false
}
16 changes: 16 additions & 0 deletions model_info/cifar100/Linf/Amini2024MeanSparse_S-WRN-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/2406.05927",
"name": "MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification",
"authors": "Sajjad Amini, Mohammadreza Teymoorianfard, Shiqing Ma, Amir Houmansadr",
"additional_data": false,
"number_forward_passes": 1,
"dataset": "cifar100",
"venue": "arXiv, Jun 2024",
"architecture": "MeanSparse WideResNet-70-16",
"eps": "8/255",
"clean_acc": "75.17",
"reported": "44.78",
"autoattack_acc": "44.78",
"footnote": "It adds the MeanSparse operator to the adversarially trained models.",
"unreliable": false
}
0 ...fo/imagenet/Linf/Amini2024MeanSparse.json → .../Linf/Amini2024MeanSparse_ConvNeXt-L.json
View file
Open in desktop
File renamed without changes.
16 changes: 16 additions & 0 deletions model_info/imagenet/Linf/Amini2024MeanSparse_S-Swin_L.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/2406.05927",
"name": "MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification",
"authors": "Sajjad Amini, Mohammadreza Teymoorianfard, Shiqing Ma, Amir Houmansadr",
"additional_data": false,
"number_forward_passes": 1,
"dataset": "imagenet",
"venue": "arXiv, Jun 2024",
"architecture": "MeanSparse Swin-L",
"eps": "4/255",
"clean_acc": "78.86",
"reported": "62.12",
"autoattack_acc": "62.12",
"footnote": "It adds the MeanSparse operator to the adversarially trained models.",
"unreliable": false
}
Loading