Safety and Utility Evaluation on XSTest
98.8Utility ScoreASTRA
Evaluation Results
| Method | Links | |
|---|---|---|
| ASTRABase Model=LLaVA-v1.52026.03 | 98.8 | |
| NullSteerBase Model=LLaVA-v1.52026.03 | 98.8 | |
| VanillaBase Model=LLaVA-v1.52026.03 | 98 | |
| NullSteerBase Model=MiniGPT-42026.03 | 87.8 | |
| VanillaBase Model=MiniGPT-42026.03 | 87.6 | |
| ASTRABase Model=MiniGPT-42026.03 | 87.6 | |
| NullSteerBase Model=Qwen2-VL2026.03 | 74.5 | |
| ASTRABase Model=Qwen2-VL2026.03 | 74 | |
| VanillaBase Model=Qwen2-VL2026.03 | 73.6 |