AI Model Failure & Recovery Dataset 2018–2026

kaggle2026-02-08 更新2026-02-14 收录

AI鲁棒性

故障恢复

数据链接：

https://www.kaggle.com/datasets/emirhanakku/ai-model-failure-and-recovery-dataset-20182026 数据链接链接失效反馈

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资源简介：

Understanding why AI models fail and how they recover.

探究人工智能（AI）模型失效的原因及其恢复方式

创建时间：

2026-02-08

Casual Conversations v2

偏见评估

AI鲁棒性

Casual Conversations v2是由Meta AI与香港科技大学合作设计的大型同意驱动数据集，旨在测量AI算法的偏见和鲁棒性。该数据集包含全面的标签类别，如年龄、性别、语言/方言、地理位置、残疾、身体装饰和属性等，以确保模型评估的全面性和公平性。数据集的创建过程考虑了全球多样性和地区差异，旨在解决AI模型在不同人群中的性能不均等问题，推动AI技术的公平和包容性发展。

arXiv2022-11-11 更新160

Prying grasp strategy with failure recovery

机器人抓取

故障恢复

The code is the sequence of prying grasp. The failure detection and recovery are included in the code.

DataCite Commons2022-08-30 更新90

Dynamic multi-stage failure-specific cooperative recourse strategy for logistics with simultaneous pickup and delivery

物流优化

故障恢复

This is the experimental data of the manuscript entitled "Dynamic multi-stage failure-specific cooperative recourse strategy for logistics with simultaneous pickup and delivery". The experimental data

DataCite Commons2020-08-26 更新20

Pathology Images of Scanners and Mobilephones (PLISM) - Smartphone Images Dataset

病理图像

AI鲁棒性

The Pathology Images of Scanners and Mobilephones (PLISM) dataset was created for the evaluation of AI models’ robustness to domain shifts. PLISM is the first group-wised pathological image dataset th

DataCite Commons2024-03-01 更新130

Data for: Towards the Development of Robot Immune System: A Combined Approach involving Innate Immune Cells and T-lymphocytes.

机器人健康监测

故障恢复

We have created a ROS-package, ris_v1 to maintain robots’ internal health-equilibrium. The package, ris_v1 successfully detect faults in the robot and help it to recover from them before the degradati

Mendeley Data2024-06-25 更新70

AI Model Failure & Recovery Dataset 2018–2026

资源简介：

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