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Benchmarks
Visual Instruction Following on Visual Instruction Total (test)
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153.04
Avg. Response Length (Words)
PromptEnhancer
17.736
52.863
87.99
123.117
Jan 28, 2026
Avg. Response Length (Words)
Human Win Ratio
Updated 3d ago
Evaluation Results
Method
Method
Links
Avg. Response Length (Words)
Human Win Ratio
PromptEnhancer
Generator=SEER-Gen, Re...
2026.01
153.04
75
BeautifulPrompt
Generator=SEER-Gen, Re...
2026.01
55.13
90
GPT-5.2
Generator=SEER-Gen, Re...
2026.01
46.23
68
Gemini3
Generator=SEER-Gen, Re...
2026.01
33.06
61
Qwen3max
Generator=SEER-Gen, Re...
2026.01
30.76
65
SEER
Reprompter=Endogenous...
2026.01
22.94
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