| Paper | Code | Accuracy | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection | ✓ Link | 71.1 | 64.8 | RA-HMD (Qwen2-VL-7B) | 2025-02-18 |
| Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning | ✓ Link | 67.1 | 58.1 | RGCL | 2023-11-14 |
| Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features | ✓ Link | 62.4 | 54.8 | HateCLIPper | 2022-10-12 |
| Learning Transferable Visual Models From Natural Language Supervision | ✓ Link | 62.4 | 48.1 | CLIP | 2021-02-26 |
| Multimodal Meme Dataset (MultiOFF) for Identifying Offensive Content in Image and Text | ✓ Link | 50.0 | MultiOFF | 2020-05-01 |