Prompt Injection Attack on NavGPT (test)
7.07Navigation ErrorNone
Evaluation Results
| Method | Links | |||||
|---|---|---|---|---|---|---|
| NoneTarget LLM=GPT 42026.01 | 7.07 | — | 20 | 40.78 | 38.91 | |
| NaiveTarget LLM=GPT 42026.01 | 7.51 | 0 | 19.05 | 39.88 | 37.58 | |
| CombinedTarget LLM=GPT 42026.01 | 8.17 | 50 | 9.55 | 35.22 | 29.79 | |
| IgnoreTarget LLM=GPT 42026.01 | 8.32 | 6.2 | 18.82 | 35.49 | 36.89 | |
| EscapeTarget LLM=GPT 42026.01 | 8.42 | 12.5 | 18.26 | 36.93 | 38.57 | |
| IgnoreTarget LLM=GPT 3.52026.01 | 8.45 | 18.75 | 12.86 | 37.81 | 39.72 | |
| NoneTarget LLM=GPT 3.52026.01 | 8.49 | — | 14.3 | 37.95 | 39.7 | |
| NaiveTarget LLM=GPT 3.52026.01 | 8.49 | 25 | 11.32 | 36.22 | 39.68 | |
| EscapeTarget LLM=GPT 3.52026.01 | 8.66 | 37.5 | 10.94 | 36.98 | 39.7 | |
| CombinedTarget LLM=GPT 3.52026.01 | 8.68 | 50 | 10 | 36.2 | 38.38 | |
| PINATarget LLM=GPT 3.52026.01 | 8.76 | 75 | 3.56 | 29.96 | 34.13 | |
| PINATarget LLM=GPT 42026.01 | 9.51 | 75 | 5.63 | 28.11 | 31.38 |