Tool-agent-user interaction on MCP-Atlas
80Pass@3LLM Agent (forced-injection)
Evaluation Results
| Method | Links | |
|---|---|---|
| LLM Agent (forced-injection)Dimension=Goal, Injection Condition=Oracle, n=182026.05 | 80 | |
| LLM Agent (forced-injection)Dimension=Context, Injection Condition=Oracle, n=52026.05 | 80 | |
| LLM Agent (forced-injection)Dimension=Context, Injection Condition=Inj-10, n=52026.05 | 80 | |
| LLM Agent (forced-injection)Dimension=Goal, Injection Condition=Inj-10, n=182026.05 | 78 | |
| LLM Agent (forced-injection)Dimension=Context, Injection Condition=Inj-30, n=52026.05 | 60 | |
| LLM Agent (forced-injection)Dimension=Context, Injection Condition=Inj-50, n=52026.05 | 60 | |
| LLM Agent (forced-injection)Dimension=Context, Injection Condition=Inj-90, n=52026.05 | 60 | |
| LLM Agent (forced-injection)Dimension=Context, Injection Condition=NC, n=52026.05 | 60 | |
| LLM Agent (forced-injection)Dimension=Input, Injection Condition=Oracle, n=282026.05 | 57 | |
| LLM Agent (forced-injection)Dimension=Goal, Injection Condition=Inj-30, n=182026.05 | 50 | |
| LLM Agent (forced-injection)Dimension=Input, Injection Condition=Inj-10, n=282026.05 | 46 | |
| LLM Agent (forced-injection)Dimension=Goal, Injection Condition=Inj-50, n=182026.05 | 44 | |
| LLM Agent (forced-injection)Dimension=Goal, Injection Condition=NC, n=182026.05 | 40 | |
| LLM Agent (forced-injection)Dimension=Context, Injection Condition=Inj-70, n=52026.05 | 40 | |
| LLM Agent (forced-injection)Dimension=Goal, Injection Condition=Inj-70, n=182026.05 | 39 | |
| LLM Agent (forced-injection)Dimension=Goal, Injection Condition=Inj-90, n=182026.05 | 39 | |
| LLM Agent (forced-injection)Dimension=Input, Injection Condition=Inj-30, n=282026.05 | 36 | |
| LLM Agent (forced-injection)Dimension=Input, Injection Condition=Inj-50, n=282026.05 | 36 | |
| LLM Agent (forced-injection)Dimension=Input, Injection Condition=NC, n=282026.05 | 33 | |
| LLM Agent (forced-injection)Dimension=Input, Injection Condition=Inj-70, n=282026.05 | 32 | |
| LLM Agent (forced-injection)Dimension=Input, Injection Condition=Inj-90, n=282026.05 | 25 | |
| LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=Inj-10, n=232026.05 | 17 | |
| LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=Inj-30, n=232026.05 | 13 | |
| LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=Inj-50, n=232026.05 | 13 | |
| LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=Inj-70, n=232026.05 | 13 | |
| LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=Inj-90, n=232026.05 | 13 | |
| LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=Oracle, n=232026.05 | 12 | |
| LLM Agent (forced-injection)Dimension=Constraint, Injection Condition=NC, n=232026.05 | 12 |