Mathematical Reasoning on AIME 2024, 2025
44.01Average ScorePMD-MEAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| PMD-MEANModel=30B, Evaluation Protocol=Avg@322026.02 | 44.01 | 50.83 | 37.19 | |
| GSPOModel=30B, Evaluation Protocol=Avg@322026.02 | 43.96 | 53.33 | 34.58 | |
| PMD-MEANModel=7B, Evaluation Protocol=Avg@322026.02 | 19.58 | 19.69 | 19.48 | |
| Prompt-GDROBackbone=Qwen3-8B-Base2026.01 | 16.04 | — | — | |
| Rollout-GDROBackbone=Qwen3-8B-Base2026.01 | 15.63 | — | — | |
| GRPO (Baseline)Backbone=Qwen3-8B-Base2026.01 | 14.38 | — | — | |
| Rollout-GDROBackbone=Qwen3-4B-Base2026.01 | 13.96 | — | — | |
| GSPOModel=7B, Evaluation Protocol=Avg@322026.02 | 13.75 | 15.52 | 11.98 | |
| Prompt-GDROBackbone=Qwen3-4B-Base2026.01 | 12.92 | — | — | |
| GRPO (Baseline)Backbone=Qwen3-4B-Base2026.01 | 11.25 | — | — | |
| Rollout-GDROBackbone=Qwen3-1.7B-Base2026.01 | 7.5 | — | — | |
| Prompt-GDROBackbone=Qwen3-1.7B-Base2026.01 | 6.88 | — | — | |
| GRPO (Baseline)Backbone=Qwen3-1.7B-Base2026.01 | 5.42 | — | — |