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Safety and Utility Evaluation on XSTest
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98.8
Utility Score
ASTRA
72.592
79.396
86.2
93.004
Mar 23, 2026
Utility Score
Updated 2mo ago
Evaluation Results
Method
Method
Links
Utility Score
ASTRA
Base Model=LLaVA-v1.5
2026.03
98.8
NullSteer
Base Model=LLaVA-v1.5
2026.03
98.8
Vanilla
Base Model=LLaVA-v1.5
2026.03
98
NullSteer
Base Model=MiniGPT-4
2026.03
87.8
Vanilla
Base Model=MiniGPT-4
2026.03
87.6
ASTRA
Base Model=MiniGPT-4
2026.03
87.6
NullSteer
Base Model=Qwen2-VL
2026.03
74.5
ASTRA
Base Model=Qwen2-VL
2026.03
74
Vanilla
Base Model=Qwen2-VL
2026.03
73.6
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