| Paper | Code | Accuracy | F1 | ModelName | ReleaseDate |
|---|---|---|---|---|---|
| Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection | ✓ Link | 78.1 | 78.4 | RA-HMD (Qwen2-VL-7B) | 2025-02-18 |
| Improving Multimodal Hateful Meme Detection Exploiting LMM-Generated Knowledge | ✓ Link | 76.31 | LMM-CLIP | 2025-04-14 | |
| Improving Hateful Meme Detection through Retrieval-Guided Contrastive Learning | ✓ Link | 76.3 | 76.5 | RGCL | 2023-11-14 |
| MemeCLIP: Leveraging CLIP Representations for Multimodal Meme Classification | ✓ Link | 76.1 | 75.1 | MemeCLIP | 2024-09-23 |
| Robust Adaptation of Large Multimodal Models for Retrieval Augmented Hateful Meme Detection | ✓ Link | 76.0 | 76.7 | RA-HMD (Qwen2-VL-2B) | 2025-02-18 |
| Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features | ✓ Link | 75.5 | 74.1 | HateCLIPper | 2022-10-12 |
| Learning Transferable Visual Models From Natural Language Supervision | ✓ Link | 72.4 | 72.3 | CLIP (fine-tuned) | 2021-02-26 |