SOTAVerified

Meme Classification

Meme classification refers to the task of classifying internet memes.

Papers

Showing 5159 of 59 papers

TitleStatusHype
Do Images really do the Talking? Analysing the significance of Images in Tamil Troll meme classificationCode0
MemeFier: Dual-stage Modality Fusion for Image Meme ClassificationCode0
MemeGraphs: Linking Memes to Knowledge GraphsCode0
AIDA-UPM at SemEval-2022 Task 5: Exploring Multimodal Late Information Fusion for Multimedia Automatic Misogyny IdentificationCode0
BanglaAbuseMeme: A Dataset for Bengali Abusive Meme ClassificationCode0
Detecting Harmful Memes with Decoupled Understanding and Guided CoT ReasoningCode0
MUTE: A Multimodal Dataset for Detecting Hateful MemesCode0
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without SupervisionCode0
UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more AttentionCode0
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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