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Question Answering on SciTrek Full context

48.8Exact Match AccuracyQwen3-235B-Thinking
1.16813.53425.938.266Apr 6, 2026

Evaluation results

MethodLinks
Qwen3-235B-ThinkingTraining Strategy=Zero-shot2026.0448.8
Qwen3-4B-Instruct (ProxyCoT-RL)Training Strategy=ProxyCoT-RL2026.0446.5
Qwen3-235B-InstructTraining Strategy=Zero-shot2026.0445.2
Gemma3-4B-IT (ProxyCoT-RL)Training Strategy=ProxyCoT-RL2026.0443.7
Qwen3-4B-Instruct (ProxyCoT-ZS)Training Strategy=ProxyCoT-ZS2026.0438.8
Gemma3-4B-ITTraining Strategy=SFT on C, CoT*2026.0436.9
Gemma3-4B-IT (ProxyCoT-ZS)Training Strategy=ProxyCoT-ZS2026.0436.5
Qwen3-4B-InstructTraining Strategy=RLVR on C2026.0432.9
Qwen3-4B-InstructTraining Strategy=SFT on C, CoT*2026.0431.6
Qwen3-4B-InstructTraining Strategy=Zero-shot2026.0430.8
Qwen3-4B-InstructTraining Strategy=SFT on C2026.0419.5
Gemma3-4B-ITTraining Strategy=SFT on C2026.0412.7
Gemma3-4B-ITTraining Strategy=RLVR on C2026.045.5
Gemma3-4B-ITTraining Strategy=Zero-shot2026.043