SOTAVerified

Meme Classification

Meme classification refers to the task of classifying internet memes.

Papers

Showing 4150 of 59 papers

TitleStatusHype
hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification0
HUB@DravidianLangTech-EACL2021: Meme Classification for Tamil Text-Image Fusion0
IIIT_DWD@EACL2021: Identifying Troll Meme in Tamil using a hybrid deep learning approach0
LLM-based Semantic Augmentation for Harmful Content Detection0
memeBot: Towards Automatic Image Meme Generation0
Multimodal and Explainable Internet Meme Classification0
Multimodal Feature Extraction for Memes Sentiment Classification0
On Explaining Multimodal Hateful Meme Detection Models0
Only text? only image? or both? Predicting sentiment of internet memes0
Prompting for Multimodal Hateful Meme 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
3HateCLIPperAccuracy62.4Unverified
4CLIPAccuracy62.4Unverified
5MultiOFFF150Unverified
#ModelMetricClaimedVerifiedStatus
1Hate-CLIPperMicro-F10.59Unverified
2UVCE-IIITTMicro-F10.47Unverified