What AI says about RobustBench
RobustBench is a standardized benchmark and leaderboard for evaluating the adversarial robustness of machine learning models.
AI calls itstandardized,state-of-the-art,community-driven
Since Jul 5Updated Nov 14, 2026Based on 19,976 AI answers
Reviewed by Dimitry Apollonsky
Mentioned in · Public index
<1%
of AI answers about RobustBench and its rivals · since Jul 5
Based on 19,976 AI answers
- ChatGPT<1%
- Google AI Mode<1%
How often AI mentions RobustBench
of AI answers about RobustBench and its rivals
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Markets where AI mentions RobustBench
All marketsChatGPTGoogle AI Mode
Topics where AI mentions RobustBench
TopicMentioned in · on this topicRank
- Most mentionedMentioned in
- We are preparing to defend against adversarial attacks on images. Who offers robust model training?on this questionAdversarial Robustness Toolbox is the most-mentioned brand46%
Excerpts where RobustBench appeared in the AI's answer
Google AI ModeSep 24, 2026, Google AI Mode RobustBench : While not a training framework itself, this is the definitive standardized adversarial robustness benchmark.
Google AI ModeSep 20, 2026, Google AI Mode RobustBench : A standardized benchmark for adversarial robustness that catalogs state-of-the-art adversarially trained models
- We are testing our model against adversarial attacks. Who provides "stress testing" for classifiers?on this questionAdversarial Robustness Toolbox is the most-mentioned brand9%
Excerpts where RobustBench appeared in the AI's answer
Google AI ModeSep 23, 2026, Google AI Mode RobustBench : A standardized benchmark repository for adversarial robustness, heavily utilized in the computer vision and image-classifier communities
Google AI ModeAug 26, 2026, Google AI Mode RobustBench : A standardized benchmark and repository specifically focused on evaluating and tracking adversarial robustness
RobustBench in AI answers
1 of 2
We are preparing to defend against adversarial attacks on images. Who offers robust model training?
ChatGPTChatGPTNo answer mentioning RobustBench
Google AI ModeGoogle AI Mode· Sep 24, 2026
RobustBench : While not a training framework itself, this is the definitive standardized adversarial robustness benchmark.
Sites AI cites
- Your site30%
- RobustBench: Adversarial robustness benchmark (opens in a new tab) · 30%Lists RobustBench
- 19%
- GitHub - RobustBench/robustbench: RobustBench: a standardized adversarial robustness benchmark [NeurIPS 2021 Benchmarks and Datasets Track] · GitHub (opens in a new tab) · 14%
- GitHub - contactraj-sharma/adversarial-machine-learning · GitHub (opens in a new tab) · 3%
- GitHub - yaodongyu/TRADES: TRADES (TRadeoff-inspired Adversarial DEfense via Surrogate-loss minimization) · GitHub (opens in a new tab) · 3%
- 8%
- ImageNet-Patch: A dataset for benchmarking machine learning robustness against adversarial patches (opens in a new tab) · 3%
- A survey on adversarial machine learning: Attacks, defenses, real-world applications, and future research directions (opens in a new tab) · 3%
- From vulnerability to resilience: Adversarial training and real-time detection for AI security (opens in a new tab) · 3%
- Leaves RobustBench out3%
- Adversarial Robustness Toolbox (opens in a new tab) · 3%Leaves RobustBench out
The page AI cites most often when it mentions RobustBench
Brands AI mentions
Mentioned in
