Metric: AUROC (higher is better)
| # | Model↕ | AUROC▼ | Extra Data | Paper | Date↕ | Code |
|---|---|---|---|---|---|---|
| 1 | RA-HMD (Qwen2VL-7B) | 93.2 | No | Robust Adaptation of Large Multimodal Models for... | 2025-02-18 | Code |
| 2 | RA-HMD (Qwen2VL-2B) | 92.9 | No | Robust Adaptation of Large Multimodal Models for... | 2025-02-18 | Code |
| 3 | ISSUES | 92.83 | No | Mapping Memes to Words for Multimodal Hateful Me... | 2023-10-12 | Code |
| 4 | Hate-CLIPper | 91.87 | No | Hate-CLIPper: Multimodal Hateful Meme Classifica... | 2022-10-12 | Code |
| 5 | RGCL | 91.8 | No | Improving Hateful Meme Detection through Retriev... | 2023-11-14 | Code |
| 6 | PromptHate | 90.96 | No | Prompting for Multimodal Hateful Meme Classifica... | 2023-02-08 | - |
| 7 | DisMultiHate | 86.39 | No | Disentangling Hate in Online Memes | 2021-08-09 | - |