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Safety Evaluation on XSTest (out-of-domain)

88.67Accuracycalibration-aware reinforcement learning
74.338878.059481.7885.5006Jan 19, 2026

Evaluation results

MethodLinks
calibration-aware reinforcement learningBackbone=Qwen3-8B2026.0188.676.41
GRPOBackbone=Qwen3-4B2026.0187.7812.21
calibration-aware reinforcement learningBackbone=Qwen3-4B2026.0187.568.89
SFTBackbone=Qwen3-8B2026.0186.786.84
SFTBackbone=Qwen3-4B2026.0186.228.26
GRPOBackbone=Qwen3-8B2026.0186.2213.54
BaseBackbone=Qwen3-8B2026.0183.5615.45
BaseBackbone=Qwen3-4B2026.0180.8918.18
calibration-aware reinforcement learningBackbone=Qwen3-1.7B2026.018015.48
GRPOBackbone=Qwen3-1.7B2026.0179.7820.22
SFTBackbone=Qwen3-1.7B2026.017611.93
BaseBackbone=Qwen3-1.7B2026.0174.8922.97