Mathematical Reasoning on GSM8K (Acc, Len)
92.95AccuracyLCPO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LCPOBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 92.95 | 796 | |
| L1-MaxBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 92.42 | 1,640 | |
| L1-ExactBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 92.34 | 3,320 | |
| OriginalBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 91.81 | 1,677 | |
| DASTBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 91.21 | 1,092 | |
| TrEffBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 89.39 | 357 | |
| L1-MaxBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.08 | 88.32 | 3,141 | |
| CoDBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 88.32 | 416 | |
| L1-ExactBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.08 | 87.95 | 2,986 | |
| OriginalBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.08 | 86.28 | 2,457 | |
| LCPOBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.08 | 85.82 | 946 | |
| TrEffBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.08 | 83.24 | 612 | |
| CoDBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.08 | 80.89 | 1,488 |