(Click here for a walkthrough of the visualization.)
Welcome to Epoch's Database of notable machine learning systems. This dataset is used in many articles and research projects, including:
- Compute Trends Across Three Eras of Machine Learning
- The Machine Learning Trends Dashboard
- The brief history of artificial intelligence by Our World In Data
You can explore the whole database or just the systems that meet the notability criteria: high citation count, improvement over previous state of the art, or historical significance.
You can switch between the interactive visualization and table views through the bottom menu. The visualization can help you explore this dataset and produce graphs to inform your research, work and education.
New machine learning models are periodically added. If you want to suggest a paper that should be included in the database, you can do so using this form.
Reach out if you have any questions about the dataset or the visualization tool.