Advanced Mathematical Reasoning on Math500 (pass@1, 256 tokens)
41.2Pass@1 Accuracyd-TreeRPO
Evaluation results
| Method | Links | |
|---|---|---|
| d-TreeRPOBase Model=LLaDA-MoE-7BA1B-Instruct, Generation Length=2562025.12 | 41.2 | |
| TraceRLBase Model=LLaDA-MoE-7BA1B-Instruct, Generation Length=2562025.12 | 40 | |
| wd1Base Model=LLaDA-MoE-7BA1B-Instruct, Generation Length=2562025.12 | 39.8 | |
| SAPOBase Model=LLaDA-MoE-7BA1B-Instruct, Generation Length=2562025.12 | 38.6 | |
| GDPOBase Model=LLaDA-MoE-7BA1B-Instruct, Generation Length=2562025.12 | 38.4 | |
| Diffu-GRPOBase Model=LLaDA-MoE-7BA1B-Instruct, Generation Length=2562025.12 | 38.1 | |
| d-TreeRPOBase Model=LLaDA-8B-Instruct, Generation Length=2562025.12 | 37.7 | |
| GDPOBase Model=LLaDA-8B-Instruct, Generation Length=2562025.12 | 37 | |
| VRPO (LLaDA-1.5)Base Model=LLaDA-8B-Instruct, Generation Length=2562025.12 | 35.6 | |
| TraceRLBase Model=LLaDA-8B-Instruct, Generation Length=2562025.12 | 35.6 | |
| wd1Base Model=LLaDA-8B-Instruct, Generation Length=2562025.12 | 34.4 | |
| Diffu-GRPOBase Model=LLaDA-8B-Instruct, Generation Length=2562025.12 | 34.1 | |
| SAPOBase Model=LLaDA-8B-Instruct, Generation Length=2562025.12 | 33.8 | |
| LLaDA-8B-InstructBase Model=LLaDA-8B-Instruct, Generation Length=2562025.12 | 32.4 | |
| LLaDA-MoE-7BA1B-InstructBase Model=LLaDA-MoE-7BA1B-Instruct, Generation Length=2562025.12 | 30.1 |