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Metaphor Classification on MMSD Metaphor style 2.0 (test)
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73.19
Accuracy
Gemini 2.5 Flash
52.8996
58.1673
63.435
68.7027
Jan 23, 2026
Accuracy
F1 Score
Updated 4d ago
Evaluation Results
Method
Method
Links
Accuracy
F1 Score
Gemini 2.5 Flash
Prompting=zero-shot
2026.01
73.19
0.76
SFT on Combined → GRPO (Combined)
Prompting=zero-shot, S...
2026.01
69.14
0.8
SFT on Combined → GRPO (Style specific)
Prompting=zero-shot, S...
2026.01
68.19
0.79
LLaMA 90B Vision Instruct
Prompting=zero-shot
2026.01
67.56
0.76
Qwen2.5-VL 32B Instruct
Prompting=zero-shot
2026.01
61.31
0.69
Gemma 3 27B
Prompting=zero-shot
2026.01
58.44
0.64
Phi-4 Multimodal
Prompting=zero-shot
2026.01
55.71
0.55
LLaVA 1.5 7B
Prompting=zero-shot
2026.01
53.68
0.56
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