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ResearchFormerly WizWand

Harmful Meme Detection on Chinese Harmful Memes

79.76PrecisionCLIP + MKE
66.08469.634573.18576.7355Oct 3, 2024
Updated 8mo ago

Evaluation results

MethodLinks
CLIP + MKEModality=Multimodal, Enhancement=Multimodal Knowledge Enhancement2024.1079.7680.7980.23
CLIP + KvModality=Multimodal, Enhancement=Enhanced captions of image2024.1079.3980.9380.07
CLIP + KsModality=Multimodal, Enhancement=Enhanced captions of inline text2024.1079.2380.7179.89
CLIPModality=Multimodal2024.1078.9580.2679.54
Fusion + KsModality=Multimodal, Backbone=ROBERTa + ViT, Enhancement=Enhanced captions of inline text2024.1078.1779.3279.04
Fusion + MKEModality=Multimodal, Backbone=ROBERTa + ViT, Enhancement=Multimodal Knowledge Enhancement2024.1077.9680.9679.16
Fusion + KvModality=Multimodal, Backbone=ROBERTa + ViT, Enhancement=Enhanced captions of image2024.1077.9379.3278.55
FusionModality=Multimodal, Backbone=ROBERTa + ViT2024.1077.7779.1878.39
ROBERTaModality=Text2024.1075.5277.5476.36
GPT4Modality=Image2024.1074.6768.6470.11
GPT4Modality=Text2024.1074.5265.5968.01
GPT3.5Modality=Text2024.1069.4666.5967.46
ViTModality=Image2024.1068.9768.6168.78
ResNetModality=Image2024.1066.6166.9266.76