| Paper | Code | AUROC | Accuracy | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection | ✓ Link | 93.2 | 88.1 | RA-HMD (Qwen2VL-7B) | 2025-02-18 |
| Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection | ✓ Link | 92.9 | 87.7 | RA-HMD (Qwen2VL-2B) | 2025-02-18 |
| Mapping Memes to Words for Multimodal Hateful Meme Classification | ✓ Link | 92.83 | 81.64 | ISSUES | 2023-10-12 |
| Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features | ✓ Link | 91.87 | 83.90 | Hate-CLIPper | 2022-10-12 |
| Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning | ✓ Link | 91.80 | 87.00 | RGCL | 2023-11-14 |
| Prompting for Multimodal Hateful Meme Classification | 90.96 | 84.47 | PromptHate | 2023-02-08 | |
| Disentangling Hate in Online Memes | 86.39 | 81.24 | DisMultiHate | 2021-08-09 | |
| Improving Multimodal Hateful Meme Detection Exploiting LMM-Generated Knowledge | ✓ Link | 87.23 | LMM-LongCLIP | 2025-04-14 |