SOTAVerified

Meme Classification

Meme classification refers to the task of classifying internet memes.

Papers

Showing 51–59 of 59 papers

TitleStatusHype
Simon @ DravidianLangTech-EACL2021: Meme Classification for Tamil with BERT—0
SSNCSE_NLP@DravidianLangTech-EACL2021: Meme classification for Tamil using machine learning approach—0
SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models—0
TeamX@DravidianLangTech-ACL2022: A Comparative Analysis for Troll-Based Meme Classification—0
TrollMeta@DravidianLangTech-EACL2021: Meme classification using deep learning—0
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision—0
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models—0
VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes—0
What Makes a Meme a Meme? Identifying Memes for Memetics-Aware Dataset Creation—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1RA-HMD (Qwen2-VL-7B)ROC-AUC0.91—Unverified
2RA-HMD (LLaVA-1.5-7B)ROC-AUC0.9—Unverified
3PaLI-X-VPDROC-AUC0.89—Unverified
4RA-HMD (Qwen2-VL-2B)ROC-AUC0.88—Unverified
5RGCL (CLIP)ROC-AUC0.87—Unverified
6Flamingo (fine-tuned)ROC-AUC0.87—Unverified
7Hate-CLIPper - AlignROC-AUC0.86—Unverified
8ISSUESROC-AUC0.86—Unverified
9Ron ZhuROC-AUC0.85—Unverified
10HumanROC-AUC0.83—Unverified
#ModelMetricClaimedVerifiedStatus
1RA-HMD (Qwen2-VL-7B)Accuracy71.1—Unverified
2RGCLAccuracy67.1—Unverified
3CLIPAccuracy62.4—Unverified
4HateCLIPperAccuracy62.4—Unverified
5MultiOFFF150—Unverified
#ModelMetricClaimedVerifiedStatus
1Hate-CLIPperMicro-F10.59—Unverified
2UVCE-IIITTMicro-F10.47—Unverified