There has been a continuous growth in the number of metrics used to analyse fairness and biases in artificial intelligence (AI) platforms since 2016. Diagnostic metrics have consistently been adapted more than benchmarks. It is quite likely that this is simply because more diagnostics need to be run to analyse data to create more accurate benchmarks, i.e. the diagnostics lead to benchmarks.
Global artificial intelligence (AI) new fairness and bias metrics growth from 2016 to 2022, by type
Characteristic
Benchmark
Diagnostic metrics
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
Exclusive Premium Statistic
To access all Premium Statistics, you need a paid Statista Account
Profit from the additional features of your individual account
Currently, you are using a shared account. To use individual functions (e.g., mark statistics as favourites, set
statistic alerts) please log in with your personal account.
If you are an admin, please authenticate by logging in again.
Learn more about how Statista can support your business.
Stanford University. (April 15, 2023). Global artificial intelligence (AI) new fairness and bias metrics growth from 2016 to 2022, by type [Graph]. In Statista. Retrieved August 25, 2024, from https://www.statista.com/statistics/1378864/ai-fairness-bias-metrics-growth-worlwide/
Stanford University. "Global artificial intelligence (AI) new fairness and bias metrics growth from 2016 to 2022, by type." Chart. April 15, 2023. Statista. Accessed August 25, 2024. https://www.statista.com/statistics/1378864/ai-fairness-bias-metrics-growth-worlwide/
Stanford University. (2023). Global artificial intelligence (AI) new fairness and bias metrics growth from 2016 to 2022, by type. Statista. Statista Inc.. Accessed: August 25, 2024. https://www.statista.com/statistics/1378864/ai-fairness-bias-metrics-growth-worlwide/
Stanford University. "Global Artificial Intelligence (Ai) New Fairness and Bias Metrics Growth from 2016 to 2022, by Type." Statista, Statista Inc., 15 Apr 2023, https://www.statista.com/statistics/1378864/ai-fairness-bias-metrics-growth-worlwide/
Stanford University, Global artificial intelligence (AI) new fairness and bias metrics growth from 2016 to 2022, by type Statista, https://www.statista.com/statistics/1378864/ai-fairness-bias-metrics-growth-worlwide/ (last visited August 25, 2024)
Global artificial intelligence (AI) new fairness and bias metrics growth from 2016 to 2022, by type [Graph], Stanford University, April 15, 2023. [Online]. Available: https://www.statista.com/statistics/1378864/ai-fairness-bias-metrics-growth-worlwide/