SOTAVerified

Meme Classification

Meme classification refers to the task of classifying internet memes.

Papers

Showing 3140 of 59 papers

TitleStatusHype
SSN_MLRG1@DravidianLangTech-ACL2022: Troll Meme Classification in Tamil using Transformer Models0
Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages0
Flamingo: a Visual Language Model for Few-Shot LearningCode4
On Explaining Multimodal Hateful Meme Detection Models0
hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification0
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 Transformer0
Disentangling Hate in Online Memes0
Do Images really do the Talking? Analysing the significance of Images in Tamil Troll meme classificationCode0
VL-BERT+: Detecting Protected Groups in Hateful Multimodal Memes0
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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