Mathematical Reasoning on Aggregate (GSM8K, MATH, DAPO-MATH, AMC23, AIME25)
76.6Average Pass@1Qwen3-4B
Evaluation results
| Method | Links | |
|---|---|---|
| Qwen3-4BTraining Set=DAPO-MATH, Method Variant=LZE, FLOPs Budget=5.48 × 10^192026.05 | 76.6 | |
| Qwen3-4BTraining Set=DAPO-MATH, Method Variant=Base, FLOPs Budget=8.56 × 10^192026.05 | 76.4 | |
| Qwen3-8BTraining Set=DAPO-MATH, Method Variant=LZE, FLOPs Budget=6.30 × 10^192026.05 | 75.5 | |
| Qwen3-4BTraining Set=MATH, Method Variant=LZE, FLOPs Budget=7.55 × 10^192026.05 | 75 | |
| Qwen3-4BTraining Set=MATH, Method Variant=Base, FLOPs Budget=1.18 × 10^202026.05 | 74.2 | |
| Qwen3-8BTraining Set=DAPO-MATH, Method Variant=Base, FLOPs Budget=9.85 × 10^192026.05 | 71.6 | |
| Qwen2.5-Math-7BTraining Set=DAPO-MATH, Method Variant=LZE, FLOPs Budget=1.89 × 10^202026.05 | 67.3 | |
| Qwen2.5-Math-7BTraining Set=DAPO-MATH, Method Variant=Base, FLOPs Budget=2.94 × 10^202026.05 | 65.5 | |
| Qwen2.5-Math-7BTraining Set=MATH, Method Variant=LZE, FLOPs Budget=1.09 × 10^202026.05 | 60 | |
| Qwen3-1.7BTraining Set=GSM8K, Method Variant=LZE, FLOPs Budget=3.17 × 10^192026.05 | 58.2 | |
| Qwen2.5-Math-7BTraining Set=MATH, Method Variant=Base, FLOPs Budget=1.70 × 10^202026.05 | 58.1 | |
| Qwen3-1.7BTraining Set=GSM8K, Method Variant=Base, FLOPs Budget=4.94 × 10^192026.05 | 54.8 | |
| Qwen2.5-Math-1.5BTraining Set=MATH, Method Variant=LZE, FLOPs Budget=3.73 × 10^192026.05 | 50.9 | |
| Qwen2.5-Math-1.5BTraining Set=GSM8K, Method Variant=LZE, FLOPs Budget=3.50 × 10^192026.05 | 48 | |
| Qwen2.5-Math-1.5BTraining Set=MATH, Method Variant=Base, FLOPs Budget=5.82 × 10^192026.05 | 46.9 | |
| Qwen2.5-Math-1.5BTraining Set=GSM8K, Method Variant=Base, FLOPs Budget=5.47 × 10^192026.05 | 46.6 |