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Prompt Optimization on VisEval

0.77Accuracy (Easy)

PromptAgent

Updated 1mo ago

Evaluation Results

Method	Links
PromptAgent 2026.02		0.77	0.5	0.39	0.26	0.48
PromptBreeder 2026.02		0.76	0.51	0.42	0.35	0.51
CPO 2026.02		0.76	0.6	0.49	0.34	0.5475
APE 2026.02		0.75	0.59	0.43	0.36	0.5325
Human 2026.02		0.74	0.59	0.42	0.26	0.5025
OPRO 2026.02		0.74	0.57	0.48	0.34	0.5325
TextGrad 2026.02		0.74	0.59	0.42	0.26	0.5125
CoT (1-shot) 2026.02		0.73	0.58	0.44	0.27	0.505
Reflexion 2026.02		0.73	0.54	0.43	0.29	0.4975
DSPy 2026.02		0.58	0.43	0.39	0.13	0.3825