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
Pro-Cap: Leveraging a Frozen Vision-Language Model for Hateful Meme DetectionCode1
Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP FeaturesCode1
Multimodal Meme Dataset (MultiOFF) for Identifying Offensive Content in Image and TextCode1
Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes ChallengeCode1
Mapping Memes to Words for Multimodal Hateful Meme ClassificationCode1
Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme DetectionCode1
Improving Hateful Meme Detection through Retrieval-Guided Contrastive LearningCode1
Vilio: State-of-the-art Visio-Linguistic Models applied to Hateful MemesCode1
Enhance Multimodal Transformer With External Label And In-Domain Pretrain: Hateful Meme Challenge Winning SolutionCode1
MemeCLIP: Leveraging CLIP Representations for Multimodal Meme ClassificationCode1
MATK: The Meme Analytical Tool KitCode1
Decoding the Underlying Meaning of Multimodal Hateful MemesCode1
YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images—0
ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification—0
BLUE at Memotion 2.0 2022: You have my Image, my Text and my Transformer—0
BPHC@DravidianLangTech-ACL2022-A comparative analysis of classical and pre-trained models for troll meme classification in Tamil—0
Codewithzichao@DravidianLangTech-EACL2021: Exploring Multimodal Transformers for Meme Classification in Tamil Language—0
CUET-NLP@DravidianLangTech-ACL2022: Investigating Deep Learning Techniques to Detect Multimodal Troll Memes—0
Demystifying Hateful Content: Leveraging Large Multimodal Models for Hateful Meme Detection with Explainable Decisions—0
Disentangling Hate in Online Memes—0
Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages—0
Findings of the Shared Task on Troll Meme Classification in Tamil—0
hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification—0
HUB@DravidianLangTech-EACL2021: Meme Classification for Tamil Text-Image Fusion—0
IIIT_DWD@EACL2021: Identifying Troll Meme in Tamil using a hybrid deep learning approach—0
memeBot: Towards Automatic Image Meme Generation—0
Multimodal and Explainable Internet Meme Classification—0
Multimodal Feature Extraction for Memes Sentiment Classification—0
On Explaining Multimodal Hateful Meme Detection Models—0
Only text? only image? or both? Predicting sentiment of internet memes—0
Prompting for Multimodal Hateful Meme Classification—0
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
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
0/1 Deep Neural Networks via Block Coordinate Descent—0
LLM-based Semantic Augmentation for Harmful Content Detection—0
KAFK at SemEval-2020 Task 8: Extracting Features from Pre-trained Neural Networks to Classify Internet MemesCode0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification FrameworkCode0
IIITK@DravidianLangTech-EACL2021: Offensive Language Identification and Meme Classification in Tamil, Malayalam and KannadaCode0
Figurative-cum-Commonsense Knowledge Infusion for Multimodal Mental Health Meme ClassificationCode0
Prompt-enhanced Network for Hateful Meme ClassificationCode0
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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