List your company

Reward Modeling on JudgeBench (Positional Consistency)

56.3Positional Consistency ScoreReflectRM
48.60450.60252.654.598Apr 8, 2026

Evaluation results

MethodLinks
ReflectRMBackbone=Qwen3-8B, Training Method=Unified Training, Inference Strategy=Two-Stage Inference2026.0456.3
ReflectRMBackbone=Qwen3-4B, Training Method=Unified Training, Inference Strategy=Two-Stage Inference2026.0454.9
Unified TrainingBackbone=Qwen3-8B, Training Method=Unified Training2026.0453.9
RFTBackbone=Qwen3-4B, Training Method=RFT2026.0453.1
Unified TrainingBackbone=Qwen3-4B, Training Method=Unified Training2026.0453.1
Qwen3-8BBackbone=Qwen3-8B2026.0452.7
Qwen3-4BBackbone=Qwen3-4B2026.0449.3
RFTBackbone=Qwen3-8B, Training Method=RFT2026.0448.9