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Code Generation on xCodeEval

81.13Pass@1

GEPA

Updated 4d ago

Evaluation Results

Method	Links
GEPA 2025.12		81.13
PromptBridge 2025.12		77.67
PromptBridge 2025.12		74.84
MIPROv2 2025.12		74.84
GPT-5 Optimizer 2025.12		74.53
GPT-5 Optimizer 2025.12		72.64
Direct Transfer 2025.12		72.01
GEPA 2025.12		69.49
Direct Transfer 2025.12		66.04
MIPROv2 2025.12		65.09
GPT-4o 2025.12		37.03
GPT-4o 2025.12		37.03
GPT-5 Optimizer 2025.12		24.8
PromptBridge 2025.12		24.53
GPT-5 Optimizer 2025.12		23.58
PromptBridge 2025.12		23.58
Direct Transfer 2025.12		22.64
GEPA 2025.12		22.01
PromptBridge 2025.12		21.7
Direct Transfer 2025.12		21.38
GPT-5 Optimizer 2025.12		19.5
MIPROv2 2025.12		18.87
Direct Transfer 2025.12		17.61
GPT-5 Optimizer 2025.12		11.32
PromptBridge 2025.12		9.43
Direct Transfer 2025.12		6.6
MapCoder 2024.05		0.453
CoT 2024.05		0.368
Self-Planning 2024.05		0.34
Direct 2024.05		0.321
MapCoder 2024.05		0.274
Analogical 2024.05		0.264
CoT 2024.05		0.236
Self-Planning 2024.05		0.189
Direct 2024.05		0.179
Analogical 2024.05		0.151