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Multimodal Explanation on Hateful Meme
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72.38
F1 Score
LLaVA
44.4352
51.6901
58.945
66.1999
Dec 7, 2025
F1 Score
BLEU-1
BLEU-2
BLEU-3
BLEU-4
BERTScore
Updated 1mo ago
Evaluation Results
Method
Method
Links
F1 Score
BLEU-1
BLEU-2
BLEU-3
BLEU-4
BERTScore
LLaVA
fine-tuned=true
2025.12
72.38
0.4
0.27
0.17
0.13
0.894
PaLiGemma
fine-tuned=true
2025.12
72.33
0.41
0.27
0.15
0.09
0.891
LLaVA
shots=0, fine-tuned=false
2025.12
58.44
0.09
0.01
0.01
0.01
0.889
PaLiGemma
shots=2, fine-tuned=false
2025.12
47.89
0.17
0.04
0.02
0.02
0.878
LLaVA
shots=2, fine-tuned=false
2025.12
46.55
0.12
0.02
0.01
0.01
0.864
PaLiGemma
shots=0, fine-tuned=false
2025.12
45.51
0.11
0.02
0.01
0.01
0.856
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