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Code Generation on LiveCodeBench (LCB) V6 (Pass@1)

76.9Pass@1

Nanbeige4.1-3B

Updated 18d ago

Evaluation Results

Method	Links
Nanbeige4.1-3B 2026.02		76.9
Qwen3-Next-80B-A3B 2026.02		68.7
Qwen3-30B-A3B-2507 2026.02		66
Qwen3-4B-2507 2026.02		57.4
Qwen3-32B 2026.02		55.7
VPD 2026.05		49.62
SDPO+RL (Joint Loss) 2026.05		47.52
SDPO 2026.05		47.33
SDPO+RL (Adv Reshape) 2026.05		46.95
Nanbeige4-3B-2511 2026.02		46
GRPO 2026.05		45.61
SDPO+RL (Adv Reweight) 2026.05		44.85
DMS 2026.07		37
StreamLLM 2026.07		36
Teacher 2026.07		35
KVPOP_mlp 2026.07		35
StreamLLM 2026.07		35
TOVA 2026.07		35
DMS 2026.07		35
KVPOP_mlp 2026.07		35
TOVA 2026.07		34
KVPOP 2026.07		34
KVPOP 2026.07		33
StreamLLM+ 2026.07		32
StreamLLM+ 2026.07		29
Qwen3-8B 2026.05		28.05