Question Answering on GPQA-D (Acc, Len)
52.53AccuracyLCPO
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| LCPOBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 52.53 | 4,301 | |
| OriginalBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 48.99 | 9,237 | |
| CoDBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 47.98 | 5,834 | |
| DASTBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 47.98 | 10,819 | |
| L1-MaxBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 46.97 | 2,039 | |
| L1-ExactBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 46.46 | 3,235 | |
| TrEffBackbone=DeepSeek-R1-Distill-Qwen-7B2025.08 | 44.95 | 6,470 | |
| LCPOBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.08 | 39.39 | 4,340 | |
| OriginalBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.08 | 34.85 | 10,312 | |
| CoDBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.08 | 33.33 | 7,328 | |
| L1-MaxBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.08 | 31.82 | 2,839 | |
| L1-ExactBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.08 | 31.31 | 3,253 | |
| TrEffBackbone=DeepSeek-R1-Distill-Qwen-1.5B2025.08 | 27.27 | 6,914 |