RobustBench/robustbench

• highreadme#1

  Add a clear statement about the project's license(s) to the README

  原因：

  复制粘贴的修复

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  This project is licensed under [Specify License(s) here, e.g., a custom license, or a combination of licenses like Apache-2.0 and MIT]. See the LICENSE file for full details.

  待办完成忽略
• mediumreadme#2

  Add a concise introductory paragraph to the README after the main title

  原因：

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  RobustBench is the leading standardized and comprehensive benchmarking framework for adversarial robustness in machine learning. It provides a public leaderboard, a collection of robustly trained models, and reproducible evaluation code across various datasets and attack types, enabling researchers and practitioners to consistently assess and compare model resilience.

  待办完成忽略
• lowtopics#3

  Expand repository topics to include more specific terms

  原因：

  当前

  adversarial-machine-learning, adversarial-robustness, benchmark, model-zoo

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  adversarial-machine-learning, adversarial-robustness, benchmark, model-zoo, data-corruptions, robustness-benchmarking, machine-learning-security

  待办完成忽略

本次扫描解析到的品类 GEO 通道：google/gemini-2.5-flash, deepseek/deepseek-v4-flash

• 品类问题

  How to benchmark machine learning model resilience against adversarial attacks and data corruptions?

  你：第 4 位
  AI 推荐顺序：

  1. IBM Adversarial Robustness Toolbox (ART)
  2. CleverHans
  3. Foolbox
  4. RobustBench ← 你
  5. OpenAttack
  6. AugLy
  7. Torchattacks
  查看 AI 完整回答
• 品类问题

  Where can I find pre-trained models evaluated for adversarial robustness on image classification tasks?

  你：第 2 位
  AI 推荐顺序：

  1. Adversarial Robustness Toolbox (ART) Model Zoo
  2. RobustBench ← 你
  3. MadryLab's Robustness Research Repository
  4. TorchRobust
  5. CleverHans Library
  6. Hugging Face Transformers
  查看 AI 完整回答

• Metadata completeness

  pass

• README presence

  pass

• Compared to common alternatives in this category, what is the core differentiator of RobustBench/robustbench?

  pass
  ✓AI 明确点名了 RobustBench/robustbench

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• If a team adopts RobustBench/robustbench in production, what risks or prerequisites should they evaluate first?

  pass
  ✓AI 明确点名了 RobustBench/robustbench

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？

• In one sentence, what problem does the repo RobustBench/robustbench solve, and who is the primary audience?

  pass
  ✓AI 明确点名了 RobustBench/robustbench

  AI 的回答可能信誓旦旦却是错的。请按事实核对：技术栈、目标人群、差异化点是不是和你实际的对得上？