Harmful Meme Detection on Chinese Harmful Memes
79.76PrecisionCLIP + MKE
Evaluation Results
| Method | Links | |||
|---|---|---|---|---|
| CLIP + MKEModality=Multimodal, Enhancement=Multimodal Knowledge Enhancement2024.10 | 79.76 | 80.79 | 80.23 | |
| CLIP + KvModality=Multimodal, Enhancement=Enhanced captions of image2024.10 | 79.39 | 80.93 | 80.07 | |
| CLIP + KsModality=Multimodal, Enhancement=Enhanced captions of inline text2024.10 | 79.23 | 80.71 | 79.89 | |
| CLIPModality=Multimodal2024.10 | 78.95 | 80.26 | 79.54 | |
| Fusion + KsModality=Multimodal, Backbone=ROBERTa + ViT, Enhancement=Enhanced captions of inline text2024.10 | 78.17 | 79.32 | 79.04 | |
| Fusion + MKEModality=Multimodal, Backbone=ROBERTa + ViT, Enhancement=Multimodal Knowledge Enhancement2024.10 | 77.96 | 80.96 | 79.16 | |
| Fusion + KvModality=Multimodal, Backbone=ROBERTa + ViT, Enhancement=Enhanced captions of image2024.10 | 77.93 | 79.32 | 78.55 | |
| FusionModality=Multimodal, Backbone=ROBERTa + ViT2024.10 | 77.77 | 79.18 | 78.39 | |
| ROBERTaModality=Text2024.10 | 75.52 | 77.54 | 76.36 | |
| GPT4Modality=Image2024.10 | 74.67 | 68.64 | 70.11 | |
| GPT4Modality=Text2024.10 | 74.52 | 65.59 | 68.01 | |
| GPT3.5Modality=Text2024.10 | 69.46 | 66.59 | 67.46 | |
| ViTModality=Image2024.10 | 68.97 | 68.61 | 68.78 | |
| ResNetModality=Image2024.10 | 66.61 | 66.92 | 66.76 |