Cross-Lingual Document Classification on N15News

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	Multimodal(ViT+BERT, Input: Image + Body)	0.9249	No	N24News: A New Dataset for Multimodal News Class...	2021-08-30	Code
2	BERT (Input: Body)	0.9203	No	N24News: A New Dataset for Multimodal News Class...	2021-08-30	Code
3	Multimodal(ViT+BERT, Input: Image + Abstract)	0.861	No	N24News: A New Dataset for Multimodal News Class...	2021-08-30	Code
4	BERT (Input: Abstract)	0.8471	No	N24News: A New Dataset for Multimodal News Class...	2021-08-30	Code
5	Multimodal(ViT+BERT, Input: Image + Headline) - Dot	0.8202	No	N24News: A New Dataset for Multimodal News Class...	2021-08-30	Code
6	Multimodal(ViT+BERT, Input: Image + Caption) - Concatenate	0.7951	No	N24News: A New Dataset for Multimodal News Class...	2021-08-30	Code
7	BERT (Input: Caption)	0.7792	No	N24News: A New Dataset for Multimodal News Class...	2021-08-30	Code
8	BERT (Input: Headline)	0.7727	No	N24News: A New Dataset for Multimodal News Class...	2021-08-30	Code
9	ViT (Input: Image)	0.6065	No	N24News: A New Dataset for Multimodal News Class...	2021-08-30	Code

#1Multimodal(ViT+BERT, Input: Image + Body)SOTA
0.9249
Accuracy· 2021-08-30
N24News: A New Dataset for Multimodal News Classification Code
#2BERT (Input: Body)
0.9203
Accuracy· 2021-08-30
N24News: A New Dataset for Multimodal News Classification Code
#3Multimodal(ViT+BERT, Input: Image + Abstract)
0.861
Accuracy· 2021-08-30
N24News: A New Dataset for Multimodal News Classification Code
#4BERT (Input: Abstract)
0.8471
Accuracy· 2021-08-30
N24News: A New Dataset for Multimodal News Classification Code
#5Multimodal(ViT+BERT, Input: Image + Headline) - Dot
0.8202
Accuracy· 2021-08-30
N24News: A New Dataset for Multimodal News Classification Code
#6Multimodal(ViT+BERT, Input: Image + Caption) - Concatenate
0.7951
Accuracy· 2021-08-30
N24News: A New Dataset for Multimodal News Classification Code
#7BERT (Input: Caption)
0.7792
Accuracy· 2021-08-30
N24News: A New Dataset for Multimodal News Classification Code
#8BERT (Input: Headline)
0.7727
Accuracy· 2021-08-30
N24News: A New Dataset for Multimodal News Classification Code
#9ViT (Input: Image)
0.6065
Accuracy· 2021-08-30
N24News: A New Dataset for Multimodal News Classification Code