Text Classification on Civil Comments

Metric: GMB BPSN (higher is better)

LeaderboardDataset

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Results

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#	Model↕	GMB BPSN▼	Extra Data	Paper	Date↕	Code
1	RoBERTa Focal Loss	0.901	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
2	AlBERT	0.8982	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
3	BERTweet	0.8945	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
4	HateBERT	0.8915	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
5	RoBERTa BCE	0.8901	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
6	XLM RoBERTa	0.8859	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
7	XLNet	0.8834	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
8	DistilBERT	0.874	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
9	BiGRU	0.8616	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
10	Unfreeze Glove ResNet 44	0.8493	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
11	Unfreeze Glove ResNet 56	0.8445	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
12	Compact Convolutional Transformer (CCT)	0.8307	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
13	Freeze Glove ResNet 44	0.7876	No	A benchmark for toxic comment classification on ...	2023-01-26	Code