https://terms-en.ai-term-hub.com/zh/tags/model-quality/Recent content in Model Quality on 中文AI术语词典Hugozh-cnSat, 18 Jul 2026 11:44:45 +0000https://terms-en.ai-term-hub.com/zh/terms/robust/Sat, 18 Jul 2026 10:54:27 +0000https://terms-en.ai-term-hub.com/zh/terms/robust/<h2 id="definition">Definition</h2> <p>在人工智能中，鲁棒性指模型对抗攻击、数据分布偏移或噪声输入的韧性。一个具有鲁棒性的算法即使在面对干扰时也能继续正确运行。</p> <h3 id="summary">Summary</h3> <p>描述AI模型或系统在面临噪声、错误或意外输入时保持性能的能力。</p> <h2 id="key-concepts">Key Concepts</h2> <ul> <li>对抗韧性</li> <li>泛化</li> <li>噪声容忍度</li> <li>稳定性</li> </ul> <h2 id="use-cases">Use Cases</h2> <ul> <li>恶劣天气下的自动驾驶</li> <li>带有噪声数据的欺诈检测</li> <li>记录不全的医疗诊断</li> </ul> <h2 id="related-terms">Related Terms</h2> <ul> <li><a href="https://terms-en.ai-term-hub.com/en/terms/overfitting-%E8%BF%87%E6%8B%9F%E5%90%88/">Overfitting (过拟合)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/regularization-%E6%AD%A3%E5%88%99%E5%8C%96/">Regularization (正则化)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/adversarial-attacks-%E5%AF%B9%E6%8A%97%E6%94%BB%E5%87%BB/">Adversarial Attacks (对抗攻击)</a></li> <li><a href="https://terms-en.ai-term-hub.com/en/terms/generalization-%E6%B3%9B%E5%8C%96/">Generalization (泛化)</a></li> </ul>