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Tool-agent-user interaction on MCP-Atlas

80Pass@3LLM Agent (forced-injection)
9.2827.644664.36May 8, 2026
Updated 6mo ago

Evaluation results

MethodLinks
LLM Agent (forced-injection)Dimension=Goal, Injection Condition=Oracle, n=182026.0580
LLM Agent (forced-injection)Dimension=Context, Injection Condition=Oracle, n=52026.0580
LLM Agent (forced-injection)Dimension=Context, Injection Condition=Inj-10, n=52026.0580
LLM Agent (forced-injection)Dimension=Goal, Injection Condition=Inj-10, n=182026.0578
LLM Agent (forced-injection)Dimension=Context, Injection Condition=Inj-30, n=52026.0560
LLM Agent (forced-injection)Dimension=Context, Injection Condition=Inj-50, n=52026.0560
LLM Agent (forced-injection)Dimension=Context, Injection Condition=Inj-90, n=52026.0560
LLM Agent (forced-injection)Dimension=Context, Injection Condition=NC, n=52026.0560
LLM Agent (forced-injection)Dimension=Input, Injection Condition=Oracle, n=282026.0557
LLM Agent (forced-injection)Dimension=Goal, Injection Condition=Inj-30, n=182026.0550
LLM Agent (forced-injection)Dimension=Input, Injection Condition=Inj-10, n=282026.0546
LLM Agent (forced-injection)Dimension=Goal, Injection Condition=Inj-50, n=182026.0544
LLM Agent (forced-injection)Dimension=Goal, Injection Condition=NC, n=182026.0540
LLM Agent (forced-injection)Dimension=Context, Injection Condition=Inj-70, n=52026.0540
LLM Agent (forced-injection)Dimension=Goal, Injection Condition=Inj-70, n=182026.0539
LLM Agent (forced-injection)Dimension=Goal, Injection Condition=Inj-90, n=182026.0539
LLM Agent (forced-injection)Dimension=Input, Injection Condition=Inj-30, n=282026.0536
LLM Agent (forced-injection)Dimension=Input, Injection Condition=Inj-50, n=282026.0536
LLM Agent (forced-injection)Dimension=Input, Injection Condition=NC, n=282026.0533
LLM Agent (forced-injection)Dimension=Input, Injection Condition=Inj-70, n=282026.0532
LLM Agent (forced-injection)Dimension=Input, Injection Condition=Inj-90, n=282026.0525
LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=Inj-10, n=232026.0517
LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=Inj-30, n=232026.0513
LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=Inj-50, n=232026.0513
LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=Inj-70, n=232026.0513
LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=Inj-90, n=232026.0513
LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=Oracle, n=232026.0512
LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=NC, n=232026.0512