Meme Classification On Multioff

Results

Performance results of various models on this benchmark

Model Name	F1	Paper Title
MultiOFF	50.0	Multimodal Meme Dataset (MultiOFF) for Identifying Offensive Content in Image and Text
HateCLIPper	54.8	Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features
CLIP	48.1	Learning Transferable Visual Models From Natural Language Supervision
LMM-RGCL (Qwen2-VL-7B)	64.8	Improved Fine-Tuning of Large Multimodal Models for Hateful Meme Detection
RGCL	58.1	Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning

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