SOTAVerified

Meme Classification

Meme classification refers to the task of classifying internet memes.

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 59 papers

TitleStatusHype
Flamingo: a Visual Language Model for Few-Shot LearningCode4
The Hateful Memes Challenge: Detecting Hate Speech in Multimodal MemesCode3
Learning Transferable Visual Models From Natural Language SupervisionCode2
Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme DetectionCode1
MemeCLIP: Leveraging CLIP Representations for Multimodal Meme ClassificationCode1
MATK: The Meme Analytical Tool KitCode1
Improving Hateful Meme Detection through Retrieval-Guided Contrastive LearningCode1
Mapping Memes to Words for Multimodal Hateful Meme ClassificationCode1
Pro-Cap: Leveraging a Frozen Vision-Language Model for Hateful Meme DetectionCode1
Decoding the Underlying Meaning of Multimodal Hateful MemesCode1
Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP FeaturesCode1
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
Vilio: State-of-the-art Visio-Linguistic Models applied to Hateful MemesCode1
Multimodal Meme Dataset (MultiOFF) for Identifying Offensive Content in Image and TextCode1
Detecting Harmful Memes with Decoupled Understanding and Guided CoT ReasoningCode0
LLM-based Semantic Augmentation for Harmful Content Detection—0
Demystifying Hateful Content: Leveraging Large Multimodal Models for Hateful Meme Detection with Explainable Decisions—0
Figurative-cum-Commonsense Knowledge Infusion for Multimodal Mental Health Meme ClassificationCode0
Prompt-enhanced Network for Hateful Meme ClassificationCode0
What Makes a Meme a Meme? Identifying Memes for Memetics-Aware Dataset Creation—0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
Visual Program Distillation: Distilling Tools and Programmatic Reasoning into Vision-Language Models—0
BanglaAbuseMeme: A Dataset for Bengali Abusive Meme ClassificationCode0
MemeGraphs: Linking Memes to Knowledge GraphsCode0
MemeFier: Dual-stage Modality Fusion for Image Meme ClassificationCode0
Prompting for Multimodal Hateful Meme Classification—0
Multimodal and Explainable Internet Meme Classification—0
MUTE: A Multimodal Dataset for Detecting Hateful MemesCode0
Multimodal Feature Extraction for Memes Sentiment Classification—0
ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification—0
AIDA-UPM at SemEval-2022 Task 5: Exploring Multimodal Late Information Fusion for Multimedia Automatic Misogyny IdentificationCode0
0/1 Deep Neural Networks via Block Coordinate Descent—0
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification FrameworkCode0
TeamX@DravidianLangTech-ACL2022: A Comparative Analysis for Troll-Based Meme Classification—0
Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages—0
BPHC@DravidianLangTech-ACL2022-A comparative analysis of classical and pre-trained models for troll meme classification in Tamil—0
SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models—0
CUET-NLP@DravidianLangTech-ACL2022: Investigating Deep Learning Techniques to Detect Multimodal Troll Memes—0
On Explaining Multimodal Hateful Meme Detection Models—0
hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification—0
Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without SupervisionCode0
BLUE at Memotion 2.0 2022: You have my Image, my Text and my Transformer—0
Do Images really do the Talking? Analysing the significance of Images in Tamil Troll meme classificationCode0
Disentangling Hate in Online Memes—0
VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes—0
YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images—0
UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more AttentionCode0
IIITK@DravidianLangTech-EACL2021: Offensive Language Identification and Meme Classification in Tamil, Malayalam and KannadaCode0
Simon @ DravidianLangTech-EACL2021: Meme Classification for Tamil with BERT—0
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All datasetsHateful MemesMultiOFFTamil Memes

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