Hateful Meme Classification on HatefulMemes (unseen)
77.65AccuracyRGCL
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| RGCL2024.11 | 77.65 | 67.2 | 74.71 | 61.07 | 84.46 | |
| KID-VLMNumber of Hops=1, Small Language Model=MiniLM2024.11 | 77 | 73.87 | 76.69 | 72.91 | 84.86 | |
| KID-VLMNumber of Hops=2, Small Language Model=MiniLM2024.11 | 76.85 | 74.29 | 75.84 | 73.56 | 83.99 | |
| HateClipper2024.11 | 76.65 | 64.21 | 75.5 | 55.87 | 83.7 | |
| PromptHate2024.11 | 75.75 | 72.94 | 74.66 | 72.2 | 80.43 | |
| Pro-Cap + Targeted Captions2024.11 | 74.35 | 73.46 | 73.21 | 74.41 | 81.34 | |
| MMBT2024.11 | 70.85 | 64.73 | 70.55 | 64.47 | 77.12 | |
| CLIPFrozen CLIP encoders=true2024.11 | 70.85 | 65.67 | 69.75 | 65.21 | 76.25 | |
| ExplainHM + LLM Debate2024.11 | 68.05 | 55.72 | 58.01 | 53.5 | 71.82 | |
| LLaVaZero-shot evaluation=true2024.11 | 63.55 | 19.6 | 53.85 | 28.74 | — | |
| CLIP2024.11 | 62.8 | 55.5 | 58.45 | 56.19 | 57.78 |