SOTAVerified

Meme Classification

Meme classification refers to the task of classifying internet memes.

Papers

Showing 3140 of 59 papers

TitleStatusHype
ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification0
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 Descent0
Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification FrameworkCode0
TeamX@DravidianLangTech-ACL2022: A Comparative Analysis for Troll-Based Meme Classification0
Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages0
BPHC@DravidianLangTech-ACL2022-A comparative analysis of classical and pre-trained models for troll meme classification in Tamil0
SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models0
CUET-NLP@DravidianLangTech-ACL2022: Investigating Deep Learning Techniques to Detect Multimodal Troll Memes0
On Explaining Multimodal Hateful Meme Detection Models0
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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
3HateCLIPperAccuracy62.4Unverified
4CLIPAccuracy62.4Unverified
5MultiOFFF150Unverified
#ModelMetricClaimedVerifiedStatus
1Hate-CLIPperMicro-F10.59Unverified
2UVCE-IIITTMicro-F10.47Unverified