Classification on Civil Comments

Metric: Recall (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Recall▼	Augmentations	Paper	Date↕	Code
1	XLNet	0.9254	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
2	XLM RoBERTa	0.923	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
3	BERTweet	0.9216	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
4	HateBERT	0.9165	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
5	AlBERT	0.9104	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
6	DistilBERT	0.9001	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
7	RoBERTa BCE	0.8891	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
8	RoBERTa Focal Loss	0.8839	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
9	Unfreeze Glove ResNet 56	0.8707	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
10	Compact Convolutional Transformer (CCT)	0.7983	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
11	Unfreeze Glove ResNet 44	0.7759	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
12	Freeze Glove ResNet 44	0.7053	No	A benchmark for toxic comment classification on ...	2023-01-26	Code