SOTAVerified

Meme Classification

Meme classification refers to the task of classifying internet memes.

Papers

Showing 1120 of 59 papers

TitleStatusHype
Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme DetectionCode1
Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes ChallengeCode1
Enhance Multimodal Transformer With External Label And In-Domain Pretrain: Hateful Meme Challenge Winning SolutionCode1
Improving Hateful Meme Detection through Retrieval-Guided Contrastive LearningCode1
MemeCLIP: Leveraging CLIP Representations for Multimodal Meme ClassificationCode1
ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification0
Disentangling Hate in Online Memes0
IIIT_DWD@EACL2021: Identifying Troll Meme in Tamil using a hybrid deep learning approach0
BPHC@DravidianLangTech-ACL2022-A comparative analysis of classical and pre-trained models for troll meme classification in Tamil0
HUB@DravidianLangTech-EACL2021: Meme Classification for Tamil Text-Image Fusion0
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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