ImageNet: Top-performing AI systems in labeling images
The ImageNet Challenge tests AI’s ability to correctly label images. Top-5 accuracy measures whether the system's top 5 predictions include the correct label. Top-1accuracy measures whether the system's top prediction is correct. Predictions are out of 1000 possible labels.
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Charts
- Affiliation of research teams building notable AI systems, by year of publication
- Annual attendance at major artificial intelligence conferences
- Annual global corporate investment in artificial intelligence, by type
- Annual granted patents related to artificial intelligence, by industry
- Annual industrial robots installed
- Annual patent applications related to AI per million people
- Annual patent applications related to AI, by status
- Annual patent applications related to artificial intelligence
- Annual private investment in artificial intelligenceCSET
- Annual private investment in artificial intelligenceNetBase Quid
- Annual private investment in artificial intelligence, by focus areaNetBase Quid
- Annual professional service robots installed, by application area
- Annual reported artificial intelligence incidents and controversies
- Annual scholarly publications on artificial intelligence
- Artificial intelligence: Performance on knowledge tests vs. training computation
- Chess ability of the best computers
- Computation used to train notable AI systems, by affiliation of researchers
- Computation used to train notable artificial intelligence systems
- Countries with national artificial intelligence strategies
- Cumulative AI-related bills passed into law since 2016
- Datapoints used to train notable artificial intelligence systems
- Domain of notable artificial intelligence systems, by year of publication
- Employer of new AI PhDs in the United States and Canada
- GPU computational performance per dollar
- Global views about AI's impact on society in the next 20 years, by demographic group
- Global views about the safety of riding in a self-driving car, by demographic group
- How worried are Americans about their work being automated?
- Industrial robots: Annual installations and total in operation
- Market share for logic chip production, by manufacturing stage
- Newly-funded artificial intelligence companies
- Parameters in notable artificial intelligence systems
- Protein folding prediction accuracy
- Scholarly publications on artificial intelligence per million people
- Share of artificial intelligence jobs among all job postings
- Share of companies using artificial intelligence technology
- Share of computer science PhDs specializing in artificial intelligence in the US and Canada
- Share of women among new artificial intelligence and computer science PhDs, United States and Canada
- Top performing AI systems in coding, math, and language-based knowledge tests
- Training computation vs. parameters in notable AI systems, by domain
- Training computation vs. parameters in notable AI systems, by researcher affiliation
- Views about AI's impact on society in the next 20 years
- Views about the safety of riding in a self-driving car
- Views of Americans about robot vs. human intelligence