Text Classification on Civil Comments

Metric: Precision (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Precision▼	Extra Data	Paper	Date↕	Code
1	Unfreeze Glove ResNet 44	0.4835	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
2	Freeze Glove ResNet 44	0.4631	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
3	RoBERTa Focal Loss	0.4017	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
4	RoBERTa BCE	0.3836	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
5	DistilBERT	0.3572	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
6	BiLSTM	0.3572	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
7	Compact Convolutional Transformer (CCT)	0.3507	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
8	BERTweet	0.3363	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
9	HateBERT	0.3297	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
10	AlBERT	0.3247	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
11	XLM RoBERTa	0.3135	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
12	XLNet	0.3045	No	A benchmark for toxic comment classification on ...	2023-01-26	Code