SOTAVerified

Meme Classification

Meme classification refers to the task of classifying internet memes.

Papers

Showing 2130 of 59 papers

TitleStatusHype
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
MemeFier: Dual-stage Modality Fusion for Image Meme ClassificationCode0
Prompting for Multimodal Hateful Meme Classification0
Multimodal and Explainable Internet Meme Classification0
MUTE: A Multimodal Dataset for Detecting Hateful MemesCode0
Multimodal Feature Extraction for Memes Sentiment Classification0
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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