SQL Generation on EHR SQL benchmark leaderboard · SOTA2 Research

SQL Generation on EHR SQL

90.7AccuracySkillTrojan

Evaluation Results

Method	Links
SkillTrojan2026.04		90.7	64.2
SkillTrojan2026.04		89.3	97.2
SkillTrojan2026.04		86.6	74.7
Non-attack2026.04		86.5	0
SkillTrojan2026.04		82.7	57.3
Non-attack2026.04		82.7	0
AgentPoison2026.04		75.5	54.8
AgentPoison2026.04		74.8	53.7
AgentPoison2026.04		74.1	56.2
AgentPoison2026.04		73.4	57.6
Non-attack2026.04		73.1	0
Non-attack2026.04		73	0
AgentPoison2026.04		72.9	58.3
BadChain2026.04		72.6	28.9
BadChain2026.04		71.9	33.7
Non-attack2026.04		71.6	0
BadChain2026.04		71.5	22.7
BadChain2026.04		70.9	14.2
GCG2026.04		70.8	30.2
BadChain2026.04		70.8	8.3
GCG2026.04		70.1	32.9
GCG2026.04		70.1	45.8
GCG2026.04		69.8	42.1
AutoDAN2026.04		69.7	34.9
GCG2026.04		69.6	37.8
AutoDAN2026.04		68.6	39.4
SkillTrojan2026.04		68.5	54.3
AutoDAN2026.04		68.4	27.4
AutoDAN2026.04		67.9	30.8
CPA2026.04		67.9	51.1
CPA2026.04		67.8	44.6
AutoDAN2026.04		67.4	42.1
CPA2026.04		67.2	48.7
CPA2026.04		66.9	41
CPA2026.04		66.3	38.5