Mathematical Reasoning on HMMT Nov 25
73.9AVG@KCE + Distillation
Evaluation results
| Method | Links | |
|---|---|---|
| CE + DistillationBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 73.9 | |
| CEBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 72.8 | |
| SAPO + DistillationBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 72 | |
| SAPOBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 71.1 | |
| PPOBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 70.5 | |
| CEBase Model=Qwen3-4B-Thinking-25072026.05 | 70.4 | |
| CE + DistillationBase Model=Qwen3-4B-Thinking-25072026.05 | 69.9 | |
| GRPOBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 68.9 | |
| MSE + DistillationBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 68.1 | |
| SAPO + DistillationBase Model=Qwen3-4B-Thinking-25072026.05 | 68 | |
| MSE + DistillationBase Model=Qwen3-4B-Thinking-25072026.05 | 68 | |
| BaseBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 67.3 | |
| SAPOBase Model=Qwen3-4B-Thinking-25072026.05 | 66.8 | |
| BaseBase Model=Qwen3-4B-Thinking-25072026.05 | 66.6 | |
| GRPO + DistillationBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 66.5 | |
| PPOBase Model=Qwen3-4B-Thinking-25072026.05 | 66 | |
| GRPOBase Model=Qwen3-4B-Thinking-25072026.05 | 65.7 | |
| GRPO + DistillationBase Model=Qwen3-4B-Thinking-25072026.05 | 64.2 | |
| MSEBase Model=Qwen3-4B-Thinking-25072026.05 | 40.8 | |
| MSEBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 26.4 |