robustbench

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Imagenet-C loader can only return 5k images

5

When loading imagenetc with a batchsize of over 5k images, you always get 5k images back. This doesn't throw out an error, and it can be confusing when you expect...

oripress

Could you provide the link to download model? I can not download it since there's something wrong with my VPN.

4

Asber777

[New Model] <Tian2022Deeper>

5

# Paper Information - **Paper Title**: Deeper Insights into the Robustness of ViTs towards Common Corruptions - **Paper URL**: https://arxiv.org/abs/2204.12143 - **Paper authors**: Rui Tian, Zuxuan Wu, Qi Dai, Han...

ruitian12

[New Model] Chen2024Data

4

# Paper Information - **Paper Title**: Data filtering for efficient adversarial training - **Paper URL**: https://doi.org/10.1016/j.patcog.2024.110394 - **Paper authors**: Erh-Chung Chen, Che-Rung Lee # Leaderboard Claim(s) ## Model 1 -...

CNOCycle

[New Model] <Bai2024MixedNUTS>

4

Hi RobustBench authors, thank you very much for creating and maintaining this platform. We would like to submit a new model. # Paper Information - **Paper Title**: MixedNUTS: Training-Free Accuracy-Robustness...

Bai-YT

Add new CIFAR100 standard model

2

Hi, Thanks for creating this repository. I just had one request: Could we add the Standard model for CIFAR100? Like a WideResNet28-10, just like how it exists for CIFAR10? The...

harsmac

Errors when loading the model

3

When loading a model, it downloads from Google Drive, it downloads a .pt file but just contains html content of download verification page like the following screenshot. And then, it...

linghunwhp

- Update venue for Bai2024MixedNUTS https://github.com/RobustBench/robustbench/issues/169 - Update venue and model for Cui2023Decoupled https://github.com/RobustBench/robustbench/issues/197 - Temporary fix for `timm`version https://github.com/RobustBench/robustbench/issues/196

fra31

# Paper Information - **Paper Title**: Decoupled Kullback-Leibler Divergence Loss - **Paper URL**: https://arxiv.org/pdf/2305.13948 - **Paper authors**: Jiequan Cui, Zhuotao Tian, Zhisheng Zhong, Xiaojuan Qi, Bei Yu, Hanwang Zhang #...

jiequancui

[New Model] <Amini2024MeanSparse>

4

# Paper Information - **Paper Title**: MeanSparse: Post-Training Robustness Enhancement Through Mean-Centered Feature Sparsification - **Paper URL**: https://arxiv.org/pdf/2406.05927 - **Paper authors**: Sajjad Amini, Mohammadreza Teymoorianfard, Shiqing Ma, Amir Houmansadr #...

mrteymoorian