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Tool-integrated Mathematical Reasoning on AIME 24

76Pass@1Qwen3-14B + PRUNETIR
43.34451.82260.368.778May 11, 2026

Evaluation results

MethodLinks
Qwen3-14B + PRUNETIRPRUNETIR=true2026.05763.78.8
Qwen3-8B + PRUNETIRPRUNETIR=true2026.0572.74.29.5
Qwen3-14BPRUNETIR=false2026.0571.74.49.7
ReTool-32B + PRUNETIRPRUNETIR=true2026.0569.76.65
ReTool-32BOfficial Release=true, PRUNETIR=false2026.0567——
START-32BOfficial Release=true2026.0566.7——
Qwen3-8BPRUNETIR=false2026.0562.17.711.5
SimpleTIR-32BOfficial Release=true2026.0559.9——
OpenAI o1-previewOfficial Release=true2026.0544.6——