Multimodal Explanation on Hateful Meme
72.38F1 ScoreLLaVA
Evaluation Results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| LLaVAfine-tuned=true2025.12 | 72.38 | 0.4 | 0.27 | 0.17 | 0.13 | 0.894 | |
| PaLiGemmafine-tuned=true2025.12 | 72.33 | 0.41 | 0.27 | 0.15 | 0.09 | 0.891 | |
| LLaVAshots=0, fine-tuned=false2025.12 | 58.44 | 0.09 | 0.01 | 0.01 | 0.01 | 0.889 | |
| PaLiGemmashots=2, fine-tuned=false2025.12 | 47.89 | 0.17 | 0.04 | 0.02 | 0.02 | 0.878 | |
| LLaVAshots=2, fine-tuned=false2025.12 | 46.55 | 0.12 | 0.02 | 0.01 | 0.01 | 0.864 | |
| PaLiGemmashots=0, fine-tuned=false2025.12 | 45.51 | 0.11 | 0.02 | 0.01 | 0.01 | 0.856 |