Meme Classification on MultiOFF

Metric: Accuracy (higher is better)

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#	Model↕	Accuracy▼	Extra Data	Paper	Date↕	Code
1	RA-HMD (Qwen2-VL-7B)	71.1	No	Robust Adaptation of Large Multimodal Models for...	2025-02-18	Code
2	RGCL	67.1	No	Improving Hateful Meme Detection through Retriev...	2023-11-14	Code
3	HateCLIPper	62.4	No	Hate-CLIPper: Multimodal Hateful Meme Classifica...	2022-10-12	Code
4	CLIP	62.4	No	Learning Transferable Visual Models From Natural...	2021-02-26	Code

#1RA-HMD (Qwen2-VL-7B)SOTA
71.1
Accuracy· 2025-02-18
Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection Code
#2RGCLSOTA
67.1
Accuracy· 2023-11-14
Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning Code
#3HateCLIPper
62.4
Accuracy· 2022-10-12
Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features Code
#4CLIPSOTA
62.4
Accuracy· 2021-02-26
Learning Transferable Visual Models From Natural Language Supervision Code