SOTAVerified

Meme Classification

Meme classification refers to the task of classifying internet memes.

Papers

Showing 26–50 of 59 papers

TitleStatusHype
IIITK@DravidianLangTech-EACL2021: Offensive Language Identification and Meme Classification in Tamil, Malayalam and KannadaCode0
UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more AttentionCode0
IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in MemesCode0
KAFK at SemEval-2020 Task 8: Extracting Features from Pre-trained Neural Networks to Classify Internet MemesCode0
0/1 Deep Neural Networks via Block Coordinate Descent—0
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
LLM-based Semantic Augmentation for Harmful Content Detection—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
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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