---
license: apache-2.0
language:
- en
library_name: transformers
pipeline_tag: text-classification
tags:
- dark patterns
---

This model has been trained on a very small [dataset](https://github.com/yamanalab/ec-darkpattern/blob/master/dataset/dataset.tsv) having ~1.8k samples and 8 classes.
It performs horribly in classifying the type of dark pattern, but I did notice that it performs pretty well in classifying if it is a dark pattern or not. That is, it outputs "Not Dark Pattern" accurately most of the times (formal evaluation not done) when the given text is not a dark pattern (according to the examples in the dataset) and any of the other labels otherwise.