Mathematical Reasoning on Out-of-Domain Mathematical Reasoning Suite (ARC-c, GPQA, MMLU-Pro)
84.1ARC-c ScoreDIVER-MIX
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| DIVER-MIXBackbone=Qwen2.5-Math-7B, Category=Our Methods2025.09 | 84.1 | 41.3 | 51 | 58.8 | |
| DIVER-TDBackbone=Qwen2.5-Math-7B, Category=Our Methods2025.09 | 83.4 | 42.3 | 49.5 | 58.4 | |
| DIVER-EDBackbone=Qwen2.5-Math-7B, Category=Our Methods2025.09 | 83.4 | 36.2 | 49.9 | 56.5 | |
| GRPO w/ Clip-higherBackbone=Qwen2.5-Math-7B, Category=Exploration RL Methods2025.09 | 82.1 | 36.2 | 47.2 | 55.2 | |
| Entropy-RLBackbone=Qwen2.5-Math-7B, Category=Exploration RL Methods2025.09 | 80.7 | 38.8 | 48.4 | 56 | |
| Pass@k TrainingBackbone=Qwen2.5-Math-7B, Category=Exploration RL Methods2025.09 | 79.3 | 37.8 | 49 | 55.3 | |
| PRIME-ZeroBackbone=Qwen2.5-Math-7B, Category=Previous RLVR methods2025.09 | 73.3 | 18.2 | 32.7 | 41.4 | |
| OpenReasoner-ZeroBackbone=Qwen2.5-Math-7B, Category=Previous RLVR methods2025.09 | 66.2 | 29.8 | 58.7 | 51.6 | |
| Qwen2.5-Math-7BBackbone=Qwen2.5-Math-7B2025.09 | 38.1 | 12.2 | 31.5 | 27.3 | |
| SimpleRL-ZooBackbone=Qwen2.5-Math-7B, Category=Previous RLVR methods2025.09 | 22 | 20.4 | 32.5 | 25 |