Metric: F1 (higher is better)
| # | Model↕ | F1▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RA-HMD (Qwen2-VL-7B) | 91.1 | No | Robust Adaptation of Large Multimodal Models for... | 2025-02-18 | Code |
| 2 | ExplainHM | 90.7 | No | Towards Explainable Harmful Meme Detection throu... | 2024-01-24 | Code |
| 3 | RGCL | 89.5 | No | Improving Hateful Meme Detection through Retriev... | 2023-11-14 | Code |
| 4 | hateclipper | 86.9 | No | Hate-CLIPper: Multimodal Hateful Meme Classifica... | 2022-10-12 | Code |
| 5 | CLIP | 80.3 | No | Learning Transferable Visual Models From Natural... | 2021-02-26 | Code |