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Code Generation on CodeContests official (val)

43.6Pass@4CPPO
2.41613.10823.834.492May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CPPOBase model=Qwen3.5-9B2026.0543.6
Tuple Planner SFTBase model=Qwen3.5-9B2026.0528.5
CPPOBase model=Qwen3.5-4B2026.0524.3
CPPOBase model=Qwen3.5-2B2026.0520.1
Pass@K Training / RLVRBase model=Qwen3.5-9B2026.0518.5
PKPOBase model=Qwen3.5-9B2026.0518.3
Direct SolveBase model=Qwen3.5-9B2026.0517.5
Plan-and-SolveBase model=Qwen3.5-9B2026.0517.1
PlanSearchBase model=Qwen3.5-9B2026.0516.8
PKPOBase model=Qwen3.5-4B2026.0515.6
Tuple Planner SFTBase model=Qwen3.5-4B2026.0514.2
UpSkillBase model=Qwen3.5-9B2026.0513.6
PlanSearchBase model=Qwen3.5-4B2026.0512.8
UpSkillBase model=Qwen3.5-4B2026.0512.1
Pass@K Training / RLVRBase model=Qwen3.5-4B2026.0511.5
Plan-and-SolveBase model=Qwen3.5-4B2026.059.8
Direct SolveBase model=Qwen3.5-4B2026.059.4
Tuple Planner SFTBase model=Qwen3.5-2B2026.058.7
Pass@K Training / RLVRBase model=Qwen3.5-2B2026.058.5
Plan-and-SolveBase model=Qwen3.5-2B2026.056.5
PKPOBase model=Qwen3.5-2B2026.056.2
PlanSearchBase model=Qwen3.5-2B2026.054.3
UpSkillBase model=Qwen3.5-2B2026.054.1
Direct SolveBase model=Qwen3.5-2B2026.054