List your company
ResearchFormerly WizWand

Code Generation on LiveCodeBench LCBv6 (held-out)

74.8Pass@4CPPO
13.75229.60145.4561.299May 26, 2026
Updated 5mo ago

Evaluation results

MethodLinks
CPPOBase model=Qwen3.5-9B2026.0574.8
PKPOBase model=Qwen3.5-9B2026.0558.8
PlanSearchBase model=Qwen3.5-9B2026.0556.4
UpSkillBase model=Qwen3.5-9B2026.0554.2
CPPOBase model=Qwen3.5-4B2026.0553.5
Tuple Planner SFTBase model=Qwen3.5-9B2026.0553.4
Pass@K Training / RLVRBase model=Qwen3.5-9B2026.0550.3
Plan-and-SolveBase model=Qwen3.5-9B2026.0549
PKPOBase model=Qwen3.5-4B2026.0548.8
Direct SolveBase model=Qwen3.5-9B2026.0548.1
CPPOBase model=Qwen3.5-2B2026.0542.8
UpSkillBase model=Qwen3.5-4B2026.0541.1
Tuple Planner SFTBase model=Qwen3.5-4B2026.0536.8
PKPOBase model=Qwen3.5-2B2026.0534.7
Pass@K Training / RLVRBase model=Qwen3.5-4B2026.0531.6
UpSkillBase model=Qwen3.5-2B2026.0528.7
Plan-and-SolveBase model=Qwen3.5-4B2026.0525.5
Tuple Planner SFTBase model=Qwen3.5-2B2026.0524.6
PlanSearchBase model=Qwen3.5-4B2026.0523.6
PlanSearchBase model=Qwen3.5-2B2026.0522.5
Pass@K Training / RLVRBase model=Qwen3.5-2B2026.0521.5
Direct SolveBase model=Qwen3.5-4B2026.0521.4
Plan-and-SolveBase model=Qwen3.5-2B2026.0520.5
Direct SolveBase model=Qwen3.5-2B2026.0516.1