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Scientific Question Answering on GPQA (Score)

33.48ScoreLARFT
23.96426.434528.90531.3755Feb 25, 2026

Evaluation results

MethodLinks
LARFTBase Model=Qwen2.5-7B-Instruct2026.0233.48
PositionIDBase Model=Qwen2.5-7B-Instruct2026.0233.26
OriginBase Model=Qwen2.5-7B-Instruct2026.0233.04
SFTBase Model=Llama-3.1-8B-Instruct2026.0232.81
RLBase Model=Qwen2.5-7B-Instruct2026.0232.59
OriginBase Model=Llama-3.2-3B-Instruct2026.0232.37
SFTBase Model=Qwen2.5-7B-Instruct2026.0232.14
SFT+RLBase Model=Qwen2.5-7B-Instruct2026.0232.14
RLBase Model=Llama-3.1-8B-Instruct2026.0232.14
RulerBase Model=Qwen2.5-7B-Instruct2026.0231.7
RLBase Model=Llama-3.2-3B-Instruct2026.0231.47
SFTBase Model=Llama-3.2-3B-Instruct2026.0231.25
OriginBase Model=Llama-3.1-8B-Instruct2026.0231.25
LARFTBase Model=Llama-3.1-8B-Instruct2026.0231.25
OriginBase Model=Qwen2.5-3B-Instruct2026.0231.03
LARFTBase Model=Llama-3.2-3B-Instruct2026.0230.58
RLBase Model=Qwen2.5-3B-Instruct2026.0230.13
SFT+RLBase Model=Llama-3.2-3B-Instruct2026.0229.91
SFT+RLBase Model=Qwen2.5-3B-Instruct2026.0229.46
SFTBase Model=Qwen2.5-3B-Instruct2026.0229.24
LARFTBase Model=Qwen2.5-3B-Instruct2026.0229.01
PositionIDBase Model=Qwen2.5-3B-Instruct2026.0228.35
SFT+RLBase Model=Llama-3.1-8B-Instruct2026.0228.35
RulerBase Model=Qwen2.5-3B-Instruct2026.0227.9
PositionIDBase Model=Llama-3.1-8B-Instruct2026.0225.45
PositionIDBase Model=Llama-3.2-3B-Instruct2026.0224.33
RulerBase Model=Llama-3.2-3B-Instruct2026.0224.33
RulerBase Model=Llama-3.1-8B-Instruct2026.0224.33