SOTAVerified

Meme Classification

Meme classification refers to the task of classifying internet memes.

Papers

Showing 125 of 59 papers

TitleStatusHype
Flamingo: a Visual Language Model for Few-Shot LearningCode4
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal MemesCode3
Learning Transferable Visual Models From Natural Language SupervisionCode2
Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme DetectionCode1
MemeCLIP: Leveraging CLIP Representations for Multimodal Meme ClassificationCode1
MATK: The Meme Analytical Tool KitCode1
Improving Hateful Meme Detection through Retrieval-Guided Contrastive LearningCode1
Mapping Memes to Words for Multimodal Hateful Meme ClassificationCode1
Pro-Cap: Leveraging a Frozen Vision-Language Model for Hateful Meme DetectionCode1
Decoding the Underlying Meaning of Multimodal Hateful MemesCode1
Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP FeaturesCode1
Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes ChallengeCode1
Enhance Multimodal Transformer With External Label And In-Domain Pretrain: Hateful Meme Challenge Winning SolutionCode1
Vilio: State-of-the-art Visio-Linguistic Models applied to Hateful MemesCode1
Multimodal Meme Dataset (MultiOFF) for Identifying Offensive Content in Image and TextCode1
Detecting Harmful Memes with Decoupled Understanding and Guided CoT ReasoningCode0
LLM-based Semantic Augmentation for Harmful Content Detection0
Demystifying Hateful Content: Leveraging Large Multimodal Models for Hateful Meme Detection with Explainable Decisions0
Figurative-cum-Commonsense Knowledge Infusion for Multimodal Mental Health Meme ClassificationCode0
Prompt-enhanced Network for Hateful Meme ClassificationCode0
What Makes a Meme a Meme? Identifying Memes for Memetics-Aware Dataset Creation0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models0
BanglaAbuseMeme: A Dataset for Bengali Abusive Meme ClassificationCode0
MemeGraphs: Linking Memes to Knowledge GraphsCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RA-HMD (Qwen2-VL-7B)ROC-AUC0.91Unverified
2RA-HMD (LLaVA-1.5-7B)ROC-AUC0.9Unverified
3PaLI-X-VPDROC-AUC0.89Unverified
4RA-HMD (Qwen2-VL-2B)ROC-AUC0.88Unverified
5RGCL (CLIP)ROC-AUC0.87Unverified
6Flamingo (fine-tuned)ROC-AUC0.87Unverified
7Hate-CLIPper - AlignROC-AUC0.86Unverified
8ISSUESROC-AUC0.86Unverified
9Ron ZhuROC-AUC0.85Unverified
10HumanROC-AUC0.83Unverified
#ModelMetricClaimedVerifiedStatus
1RA-HMD (Qwen2-VL-7B)Accuracy71.1Unverified
2RGCLAccuracy67.1Unverified
3CLIPAccuracy62.4Unverified
4HateCLIPperAccuracy62.4Unverified
5MultiOFFF150Unverified
#ModelMetricClaimedVerifiedStatus
1Hate-CLIPperMicro-F10.59Unverified
2UVCE-IIITTMicro-F10.47Unverified