| Paper | Code | Accuracy | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection | ✓ Link | 91.6 | 91.1 | RA-HMD (Qwen2-VL-7B) | 2025-02-18 |
| Towards Explainable Harmful Meme Detection through Multimodal Debate between Large Language Models | ✓ Link | 90.7 | 90.7 | ExplainHM | 2024-01-24 |
| Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning | ✓ Link | 89.9 | 89.5 | RGCL | 2023-11-14 |
| Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features | ✓ Link | 87.6 | 86.9 | hateclipper | 2022-10-12 |
| Learning Transferable Visual Models From Natural Language Supervision | ✓ Link | 80.6 | 80.3 | CLIP | 2021-02-26 |