SOTAVerified

Meme Classification

Meme classification refers to the task of classifying internet memes.

Papers

Showing 51–59 of 59 papers

TitleStatusHype
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification FrameworkCode0
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
Prompt-enhanced Network for Hateful Meme ClassificationCode0
AIDA-UPM at SemEval-2022 Task 5: Exploring Multimodal Late Information Fusion for Multimedia Automatic Misogyny IdentificationCode0
Detecting Harmful Memes with Decoupled Understanding and Guided CoT ReasoningCode0
MUTE: A Multimodal Dataset for Detecting Hateful MemesCode0
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-AUC0.91—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