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DynaBench
DynaBench is a research platform for dynamic data collection and benchmarking. Static benchmarks have well-known issues: they saturate quickly, are susceptible to overfitting, contain exploitable annotator artifacts and have unclear or imperfect evaluation metrics.
Overview
The DynaBench platform in essence is a scientific experiment: can we make faster progress if we collect data dynamically, with humans and models in the loop, rather than in the old-fashioned static way? Visit our website to learn more.
Get Started
1
Go to the DynaBench website.
2
Click on a task you are interested in:
3
Click on 'Create Examples' to start providing examples.
4
You can also validate other people’s examples in the 'Validate Examples' interface.
5
As a model builder, you can upload your own model’s predictions.
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