Mathematical Reasoning on HMMT Feb 25
73.3AVG@KSAPO + Distillation
Evaluation results
| Method | Links | |
|---|---|---|
| SAPO + DistillationBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 73.3 | |
| CE + DistillationBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 71.8 | |
| CEBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 70.6 | |
| SAPOBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 70.2 | |
| MSE + DistillationBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 68.6 | |
| CEBase Model=Qwen3-4B-Thinking-25072026.05 | 67.6 | |
| GRPOBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 67.3 | |
| CE + DistillationBase Model=Qwen3-4B-Thinking-25072026.05 | 67.1 | |
| GRPO + DistillationBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 67.1 | |
| PPOBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 65.4 | |
| BaseBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 63.9 | |
| MSE + DistillationBase Model=Qwen3-4B-Thinking-25072026.05 | 62.7 | |
| SAPO + DistillationBase Model=Qwen3-4B-Thinking-25072026.05 | 61.1 | |
| GRPO + DistillationBase Model=Qwen3-4B-Thinking-25072026.05 | 61 | |
| SAPOBase Model=Qwen3-4B-Thinking-25072026.05 | 60.3 | |
| GRPOBase Model=Qwen3-4B-Thinking-25072026.05 | 57.8 | |
| PPOBase Model=Qwen3-4B-Thinking-25072026.05 | 56.5 | |
| BaseBase Model=Qwen3-4B-Thinking-25072026.05 | 56 | |
| MSEBase Model=Nanbeige4-3B-2511-Thinking2026.05 | 31.8 | |
| MSEBase Model=Qwen3-4B-Thinking-25072026.05 | 27.7 |