| Flamingo: a Visual Language Model for Few-Shot Learning | Apr 29, 2022 | Few-Shot LearningGenerative Visual Question Answering | CodeCode Available | 4 | 5 |
| The Hateful Memes Challenge: Detecting Hate Speech in Multimodal Memes | May 10, 2020 | Binary ClassificationClassification | CodeCode Available | 3 | 5 |
| Learning Transferable Visual Models From Natural Language Supervision | Feb 26, 2021 | Action RecognitionBenchmarking | CodeCode Available | 2 | 5 |
| MemeCLIP: Leveraging CLIP Representations for Multimodal Meme Classification | Sep 23, 2024 | ClassificationHateful Meme Classification | CodeCode Available | 1 | 5 |
| Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes Challenge | Dec 23, 2020 | Ensemble LearningMeme Classification | CodeCode Available | 1 | 5 |
| Mapping Memes to Words for Multimodal Hateful Meme Classification | Oct 12, 2023 | Hateful Meme ClassificationLanguage Modeling | CodeCode Available | 1 | 5 |
| Decoding the Underlying Meaning of Multimodal Hateful Memes | May 28, 2023 | BenchmarkingHateful Meme Classification | CodeCode Available | 1 | 5 |
| Pro-Cap: Leveraging a Frozen Vision-Language Model for Hateful Meme Detection | Aug 16, 2023 | Image CaptioningLanguage Modeling | CodeCode Available | 1 | 5 |
| Vilio: State-of-the-art Visio-Linguistic Models applied to Hateful Memes | Dec 14, 2020 | Meme Classification | CodeCode Available | 1 | 5 |
| Multimodal Meme Dataset (MultiOFF) for Identifying Offensive Content in Image and Text | May 1, 2020 | Abuse DetectionMeme Classification | CodeCode Available | 1 | 5 |
| MATK: The Meme Analytical Tool Kit | Dec 11, 2023 | Meme Classification | CodeCode Available | 1 | 5 |
| Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection | Feb 18, 2025 | Contrastive LearningDomain Generalization | CodeCode Available | 1 | 5 |
| Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning | Nov 14, 2023 | Contrastive LearningHateful Meme Classification | CodeCode Available | 1 | 5 |
| Enhance Multimodal Transformer With External Label And In-Domain Pretrain: Hateful Meme Challenge Winning Solution | Dec 15, 2020 | Meme Classification | CodeCode Available | 1 | 5 |
| Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features | Oct 12, 2022 | Hateful Meme ClassificationMeme Classification | CodeCode Available | 1 | 5 |
| IITK at SemEval-2024 Task 4: Hierarchical Embeddings for Detection of Persuasion Techniques in Memes | Apr 6, 2024 | Binary ClassificationClassification | CodeCode Available | 0 | 5 |
| KAFK at SemEval-2020 Task 8: Extracting Features from Pre-trained Neural Networks to Classify Internet Memes | Dec 1, 2020 | ClassificationMeme Classification | CodeCode Available | 0 | 5 |
| Do Images really do the Talking? Analysing the significance of Images in Tamil Troll meme classification | Aug 9, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| AIDA-UPM at SemEval-2022 Task 5: Exploring Multimodal Late Information Fusion for Multimedia Automatic Misogyny Identification | Jul 1, 2022 | Meme Classification | CodeCode Available | 0 | 5 |
| MemeFier: Dual-stage Modality Fusion for Image Meme Classification | Apr 6, 2023 | ClassificationMeme Classification | CodeCode Available | 0 | 5 |
| MemeGraphs: Linking Memes to Knowledge Graphs | May 28, 2023 | Entity LinkingKnowledge Graphs | CodeCode Available | 0 | 5 |
| Figurative-cum-Commonsense Knowledge Infusion for Multimodal Mental Health Meme Classification | Jan 25, 2025 | Meme Classification | CodeCode Available | 0 | 5 |
| MUTE: A Multimodal Dataset for Detecting Hateful Memes | Oct 10, 2022 | Meme Classification | CodeCode Available | 0 | 5 |
| BanglaAbuseMeme: A Dataset for Bengali Abusive Meme Classification | Oct 18, 2023 | ClassificationMeme Classification | CodeCode Available | 0 | 5 |
| Prompt-enhanced Network for Hateful Meme Classification | Nov 12, 2024 | ClassificationContrastive Learning | CodeCode Available | 0 | 5 |
| Codec at SemEval-2022 Task 5: Multi-Modal Multi-Transformer Misogynous Meme Classification Framework | Jun 14, 2022 | Binary ClassificationMeme Classification | CodeCode Available | 0 | 5 |
| Detecting Harmful Memes with Decoupled Understanding and Guided CoT Reasoning | Jun 10, 2025 | Meme Classification | CodeCode Available | 0 | 5 |
| IIITK@DravidianLangTech-EACL2021: Offensive Language Identification and Meme Classification in Tamil, Malayalam and Kannada | Apr 17, 2021 | ClassificationLanguage Identification | CodeCode Available | 0 | 5 |
| UVCE-IIITT@DravidianLangTech-EACL2021: Tamil Troll Meme Classification: You need to Pay more Attention | Apr 19, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Vision Models Are More Robust And Fair When Pretrained On Uncurated Images Without Supervision | Feb 16, 2022 | Action ClassificationAction Recognition | CodeCode Available | 0 | 5 |
| YNU-HPCC at SemEval-2021 Task 6: Combining ALBERT and Text-CNN for Persuasion Detection in Texts and Images | Aug 1, 2021 | Meme Classificationtext-classification | —Unverified | 0 | 0 |
| ASRtrans at SemEval-2022 Task 5: Transformer-based Models for Meme Classification | Jul 1, 2022 | Binary ClassificationMeme Classification | —Unverified | 0 | 0 |
| BLUE at Memotion 2.0 2022: You have my Image, my Text and my Transformer | Feb 15, 2022 | Cultural Vocal Bursts Intensity PredictionMeme Classification | —Unverified | 0 | 0 |
| BPHC@DravidianLangTech-ACL2022-A comparative analysis of classical and pre-trained models for troll meme classification in Tamil | May 1, 2022 | Meme Classification | —Unverified | 0 | 0 |
| Codewithzichao@DravidianLangTech-EACL2021: Exploring Multimodal Transformers for Meme Classification in Tamil Language | Apr 1, 2021 | ClassificationMeme Classification | —Unverified | 0 | 0 |
| CUET-NLP@DravidianLangTech-ACL2022: Investigating Deep Learning Techniques to Detect Multimodal Troll Memes | May 1, 2022 | Meme Classification | —Unverified | 0 | 0 |
| Demystifying Hateful Content: Leveraging Large Multimodal Models for Hateful Meme Detection with Explainable Decisions | Feb 16, 2025 | Hateful Meme ClassificationMeme Classification | —Unverified | 0 | 0 |
| Disentangling Hate in Online Memes | Aug 9, 2021 | ClassificationHateful Meme Classification | —Unverified | 0 | 0 |
| Findings of the Shared Task on Multimodal Sentiment Analysis and Troll Meme Classification in Dravidian Languages | May 1, 2022 | ClassificationMeme Classification | —Unverified | 0 | 0 |
| Findings of the Shared Task on Troll Meme Classification in Tamil | Apr 1, 2021 | Meme Classification | —Unverified | 0 | 0 |
| hate-alert@DravidianLangTech-ACL2022: Ensembling Multi-Modalities for Tamil TrollMeme Classification | Mar 25, 2022 | ClassificationMeme Classification | —Unverified | 0 | 0 |
| HUB@DravidianLangTech-EACL2021: Meme Classification for Tamil Text-Image Fusion | Apr 1, 2021 | Meme Classification | —Unverified | 0 | 0 |
| IIIT_DWD@EACL2021: Identifying Troll Meme in Tamil using a hybrid deep learning approach | Apr 1, 2021 | Meme Classification | —Unverified | 0 | 0 |
| LLM-based Semantic Augmentation for Harmful Content Detection | Apr 22, 2025 | ClassificationHateful Meme Classification | —Unverified | 0 | 0 |
| memeBot: Towards Automatic Image Meme Generation | Apr 30, 2020 | DecoderMeme Captioning | —Unverified | 0 | 0 |
| Multimodal and Explainable Internet Meme Classification | Dec 11, 2022 | ClassificationExplainable Models | —Unverified | 0 | 0 |
| Multimodal Feature Extraction for Memes Sentiment Classification | Jul 7, 2022 | ClassificationMeme Classification | —Unverified | 0 | 0 |
| On Explaining Multimodal Hateful Meme Detection Models | Apr 4, 2022 | ClassificationHateful Meme Classification | —Unverified | 0 | 0 |
| Only text? only image? or both? Predicting sentiment of internet memes | Dec 1, 2020 | ClassificationMeme Classification | —Unverified | 0 | 0 |
| Prompting for Multimodal Hateful Meme Classification | Feb 8, 2023 | ClassificationHateful Meme Classification | —Unverified | 0 | 0 |
