Text Classification on Civil Comments

Metric: Micro F1 (higher is better)

LeaderboardDataset

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Results

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#	Model↕	Micro F1▼	Extra Data	Paper	Date↕	Code
1	Unfreeze Glove ResNet 44	0.5958	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
2	Freeze Glove ResNet 44	0.5591	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
3	RoBERTa Focal Loss	0.5524	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
4	RoBERTa BCE	0.5359	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
5	DistilBERT	0.5115	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
6	BiLSTM	0.5115	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
7	BERTweet	0.4928	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
8	Compact Convolutional Transformer (CCT)	0.4874	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
9	AlBERT	0.4845	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
10	HateBERT	0.4844	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
11	XLM RoBERTa	0.468	No	A benchmark for toxic comment classification on ...	2023-01-26	Code
12	XLNet	0.4586	No	A benchmark for toxic comment classification on ...	2023-01-26	Code