Metric: Accuracy (higher is better)
| # | 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 |