SOTAVerified

Meme Classification

Meme classification refers to the task of classifying internet memes.

Papers

Showing 3140 of 59 papers

TitleStatusHype
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
Simon @ DravidianLangTech-EACL2021: Meme Classification for Tamil with BERT0
SSNCSE_NLP@DravidianLangTech-EACL2021: Meme classification for Tamil using machine learning approach0
SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models0
TeamX@DravidianLangTech-ACL2022: A Comparative Analysis for Troll-Based Meme Classification0
TrollMeta@DravidianLangTech-EACL2021: Meme classification using deep learning0
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models0
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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