ML Research Wiki / Benchmarks / Adversarial Robustness / CIFAR-100

CIFAR-100

Adversarial Robustness Benchmark

Performance Over Time

📊 Showing 2 results | 📏 Metric: Clean Accuracy

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Yellow rows = Pending edits Green rows = Pending new results

Model	Paper	Clean Accuracy	Date	Actions
Mixed Classifier	Improving the Accuracy-Robustness Trade-Off of Cl…	85.21	2023-01-29
ResNet18/MART-ANCRA	Enhancing Robust Representation in Adversarial Tr…	60.10	2023-10-05

Rank	Model	Paper	Clean Accuracy	Date	Code
1	Mixed Classifier 📚	Improving the Accuracy-Robustness Trade-Off of Classifiers via Adaptive Smoothing	85.21	2023-01-29	📦 codelion/adaptive-classifier 📦 bai-yt/adaptivesmoothing
2	ResNet18/MART-ANCRA	Enhancing Robust Representation in Adversarial Training: Alignment and Exclusion Criteria	60.10	2023-10-05	📦 changzhang777/ancra

2023

Mixed Classifier

codelion/adaptive-classifier bai-yt/adaptivesmoothing

2023

ResNet18/MART-ANCRA

changzhang777/ancra