Mathematical Reasoning on GSM8K, MATH 500, and TheoremQA
68.14Math ScoreA-CHORD
Evaluation Results
| Method | Links | |
|---|---|---|
| A-CHORDBackbone=Qwen3-4B2025.09 | 68.14 | |
| CHORDBackbone=Qwen3-4B2025.09 | 67.67 | |
| GRPOBackbone=Qwen3-4B2025.09 | 66.52 | |
| A-GRPOBackbone=Qwen3-4B2025.09 | 65.12 | |
| A-SFT → A-GRPOBackbone=Qwen3-4B2025.09 | 63.65 | |
| SFT → A-GRPOBackbone=Qwen3-4B2025.09 | 60.53 | |
| Qwen3-4BBackbone=Qwen3-4B2025.09 | 59.47 | |
| SFT → GRPOBackbone=Qwen3-4B2025.09 | 59.4 | |
| SFTBackbone=Qwen3-4B2025.09 | 56.92 | |
| A-SFTBackbone=Qwen3-4B2025.09 | 56.65 | |
| A-SFT → A-GRPOBackbone=Qwen3-0.6B2025.09 | 43.72 | |
| Qwen3-0.6BBackbone=Qwen3-0.6B2025.09 | 42.29 | |
| GRPOBackbone=Qwen3-0.6B2025.09 | 41.49 | |
| A-GRPOBackbone=Qwen3-0.6B2025.09 | 41.04 | |
| A-SFTBackbone=Qwen3-0.6B2025.09 | 40.14 | |
| SFT → A-GRPOBackbone=Qwen3-0.6B2025.09 | 39.95 | |
| SFT → GRPOBackbone=Qwen3-0.6B2025.09 | 39.57 | |
| SFTBackbone=Qwen3-0.6B2025.09 | 39.56 | |
| A-CHORDBackbone=Qwen3-0.6B2025.09 | 39.45 | |
| CHORDBackbone=Qwen3-0.6B2025.09 | 38.52 |