Mathematical Reasoning on AIME 23-26
719Pass@1DFT
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DFTModel=Qwen3-14B2026.07 | 719 | 25 | |
| LP-SFTModel=Qwen3-4B2026.07 | 682 | 35.83 | |
| ASFTModel=Qwen3-14B2026.07 | 617 | 25 | |
| EAFTModel=Qwen3-4B2026.07 | 594 | 28.33 | |
| DFTModel=Qwen3-4B2026.07 | 583 | 21.67 | |
| CEModel=Qwen3-4B2026.07 | 578 | 27.5 | |
| LP-SFTModel=Qwen3-14B2026.07 | 568 | 30.83 | |
| CEModel=Qwen3-14B2026.07 | 536 | 24.17 | |
| GEMModel=Qwen3-4B2026.07 | 534 | 29.17 | |
| GEMModel=Qwen3-14B2026.07 | 471 | 22.5 | |
| EAFTModel=Qwen3-14B2026.07 | 451 | 22.5 | |
| ASFTModel=Qwen3-4B2026.07 | 289 | 18.33 | |
| LP-SFTBackbone=Qwen3-14B2026.07 | 10 | 37.5 | |
| GEMModel=Llama3.1-8B2026.07 | 10 | 3.33 | |
| CEBackbone=Qwen3-14B2026.07 | 8.98 | 33.33 | |
| ASFTBackbone=Qwen3-14B2026.07 | 8.85 | 27.5 | |
| EAFTBackbone=Qwen3-14B2026.07 | 8.7 | 31.67 | |
| GEMBackbone=Qwen3-14B2026.07 | 8.12 | 35 | |
| LP-SFTBackbone=Qwen3-4B2026.07 | 7.29 | 29.17 | |
| ASFTBackbone=Qwen3-4B2026.07 | 6.98 | 28.33 | |
| DFTBackbone=Qwen3-14B2026.07 | 6.28 | 15.83 | |
| DFTBackbone=Qwen3-4B2026.07 | 5.26 | 13.33 | |
| CEModel=Llama3.1-8B2026.07 | 5 | 1.67 | |
| ASFTModel=Llama3.1-8B2026.07 | 5 | 1.67 | |
| LP-SFTModel=Llama3.1-8B2026.07 | 5 | 1.67 | |
| GEMBackbone=Qwen3-4B2026.07 | 4.95 | 30 | |
| EAFTBackbone=Qwen3-4B2026.07 | 4.87 | 29.17 | |
| CEBackbone=Qwen3-4B2026.07 | 4.61 | 25 | |
| EAFTModel=Llama3.1-8B2026.07 | 3 | 0.83 | |
| ASFTBackbone=Qwen3-14B2026.07 | 2.92 | 21.67 | |
| LP-SFTBackbone=Qwen3-14B2026.07 | 2.76 | 19.17 | |
| LP-SFTBackbone=Qwen3-4B2026.07 | 2.47 | 20.83 | |
| CEBackbone=Qwen3-14B2026.07 | 2.16 | 15.83 | |
| EAFTBackbone=Qwen3-14B2026.07 | 1.98 | 17.5 | |
| GEMBackbone=Qwen3-14B2026.07 | 1.95 | 15.83 | |
| EAFTBackbone=Qwen3-4B2026.07 | 1.82 | 15 | |
| CEBackbone=Qwen3-4B2026.07 | 1.8 | 15 | |
| ASFTBackbone=Qwen3-4B2026.07 | 1.54 | 13.33 | |
| DFTBackbone=Qwen3-14B2026.07 | 1.38 | 8.33 | |
| GEMBackbone=Qwen3-4B2026.07 | 1.35 | 15 | |
| EAFTBackbone=Llama3.1-8B2026.07 | 0.73 | 14.17 | |
| CEBackbone=Llama3.1-8B2026.07 | 0.7 | 10 | |
| GEMBackbone=Llama3.1-8B2026.07 | 0.65 | 12.5 | |
| DFTBackbone=Qwen3-4B2026.07 | 0.62 | 4.17 | |
| ASFTBackbone=Llama3.1-8B2026.07 | 0.52 | 7.5 | |
| LP-SFTBackbone=Llama3.1-8B2026.07 | 0.42 | 6.67 | |
| CEBackbone=Llama3.1-8B2026.07 | 0.26 | 6.67 | |
| DFTBackbone=Llama3.1-8B2026.07 | 0.26 | 5.83 | |
| EAFTBackbone=Llama3.1-8B2026.07 | 0.18 | 5.83 | |
| GEMBackbone=Llama3.1-8B2026.07 | 0.18 | 5 | |
| DFTBackbone=Llama3.1-8B2026.07 | 0.16 | 3.33 | |
| LP-SFTBackbone=Llama3.1-8B2026.07 | 0.1 | 3.33 | |
| ASFTBackbone=Llama3.1-8B2026.07 | 0.05 | 1.67 | |
| DFTModel=Llama3.1-8B2026.07 | 0 | 0 |