General Reasoning on MATH-500, GPQA-D, MMLU-P, GSM8K, and ARC-C Aggregate
85.41Average ScoreSTAR-1-mix
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| STAR-1-mixModel=Qwen3-14B, Setting=STAR-1-mix2026.02 | 85.41 | 86.27 | |
| AgentModel=Qwen3-14B, Setting=Agent2026.02 | 84.86 | 83.36 | |
| STAR-1Model=Qwen3-14B, Setting=STAR-12026.02 | 84.24 | 85.75 | |
| AgentModel=Qwen3-8B, Setting=Agent2026.02 | 83.24 | 84.98 | |
| BCModel=Qwen3-14B, Setting=BC2026.02 | 83.22 | 87.45 | |
| IFPOModel=Qwen3-14B, Setting=IFPO2026.02 | 82.95 | 91.43 | |
| SafeChainModel=Qwen3-14B, Setting=SafeChain2026.02 | 82.62 | 78.24 | |
| STAR-1-mixModel=Qwen3-8B, Setting=STAR-1-mix2026.02 | 82.18 | 83.88 | |
| BCModel=Qwen3-8B, Setting=BC2026.02 | 81.28 | 87.33 | |
| IFPOModel=Qwen3-8B, Setting=IFPO2026.02 | 80.79 | 91.09 | |
| STAR-1-mixModel=Qwen3-4B, Setting=STAR-1-mix2026.02 | 80.76 | 81.88 | |
| AgentModel=Qwen3-4B, Setting=Agent2026.02 | 80.2 | 82.64 | |
| SafeChainModel=Qwen3-8B, Setting=SafeChain2026.02 | 79.94 | 81.07 | |
| STAR-1Model=Qwen3-4B, Setting=STAR-12026.02 | 79.48 | 82.22 | |
| IFPOModel=Qwen3-4B, Setting=IFPO2026.02 | 79.06 | 89.82 | |
| STAR-1Model=Qwen3-8B, Setting=STAR-12026.02 | 78.66 | 83.3 | |
| BCModel=Qwen3-4B, Setting=BC2026.02 | 78.62 | 85.5 | |
| SafeChainModel=Qwen3-4B, Setting=SafeChain2026.02 | 78.27 | 77.19 |