SOTAVerified

Meme Classification

Meme classification refers to the task of classifying internet memes.

Papers

Showing 5159 of 59 papers

TitleStatusHype
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
VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes0
What Makes a Meme a Meme? Identifying Memes for Memetics-Aware Dataset Creation0
0/1 Deep Neural Networks via Block Coordinate Descent0
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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