Exfiltration on ACIARENA Code benchmark leaderboard · SOTA2 Research

Exfiltration on ACIARENA Code

51.11UALLM Debate

Evaluation Results

Method	Links
LLM Debate2026.04		51.11	80.22
Self Consistency2026.04		47.78	80
AgentVerse2026.04		47.33	80.45
AutoGen + ACI-SENTINEL2026.04		45.11	0.22
AutoGen2026.04		44.89	77.55
AgentVerse + ACI-SENTINEL2026.04		43.11	9.11
MetaGPT + SANDWICH2026.04		41.78	71.56
AgentVerse + SANDWICH2026.04		40.89	58
AgentVerse + BERT DETECTOR2026.04		40.67	61.11
AgentVerse2026.04		40	61.56
AutoGen + SANDWICH2026.04		39.56	60
MetaGPT2026.04		38.89	80.22
AgentVerse + AGRAIL2026.04		37.78	67.33
MetaGPT2026.04		34.67	60.44
AgentVerse + G-SAFEGUARD2026.04		33.33	56.22
AutoGen2026.04		32.22	54
MetaGPT + ACI-SENTINEL2026.04		28.22	9.78
MetaGPT + G-SAFEGUARD2026.04		28	42.89
MetaGPT + DELIMITER2026.04		24.89	59.78
AgentVerse + DELIMITER2026.04		24.22	59.56
AutoGen + BERT DETECTOR2026.04		22.67	36.67
AutoGen + G-SAFEGUARD2026.04		21.33	34
AutoGen + DELIMITER2026.04		20.22	44.22
MetaGPT + BERT DETECTOR2026.04		20.22	60.67
CAMEL2026.04		16.22	26
AutoGen + AGRAIL2026.04		14	29.33
MetaGPT + AGRAIL2026.04		5.56	19.78