Mathematical Reasoning on AMC 2023 (Pass@16)
100Pass@16Base
Evaluation results
| Method | Links | |
|---|---|---|
| BaseBase Model=DeepSeek-R1-Distill-Qwen-7B2026.01 | 100 | |
| DASTBase Model=DeepSeek-R1-Distill-Qwen-7B2026.01 | 100 | |
| RF-BBase Model=DeepSeek-R1-Distill-Qwen-7B2026.01 | 100 | |
| SPAEBase Model=DeepSeek-R1-Distill-Qwen-7B2026.01 | 100 | |
| RF-BBase Model=DeepSeek-R1-Distill-Llama-8B2026.01 | 100 | |
| SPAEBase Model=DeepSeek-R1-Distill-Llama-8B2026.01 | 100 | |
| BaseBase Model=Qwen3-4B-Thinking2026.01 | 100 | |
| DAPOBase Model=Qwen3-4B-Thinking2026.01 | 100 | |
| RF-BBase Model=Qwen3-4B-Thinking2026.01 | 100 | |
| SPAEBase Model=Qwen3-4B-Thinking2026.01 | 100 | |
| LC-R1Base Model=DeepSeek-R1-Distill-Qwen-7B2026.01 | 97.5 | |
| EntropyBase Model=DeepSeek-R1-Distill-Qwen-7B2026.01 | 97.5 | |
| KTAEBase Model=DeepSeek-R1-Distill-Qwen-7B2026.01 | 97.5 | |
| DAPOBase Model=DeepSeek-R1-Distill-Qwen-7B2026.01 | 97.5 | |
| BaseBase Model=DeepSeek-R1-Distill-Llama-8B2026.01 | 97.5 | |
| DAPOBase Model=DeepSeek-R1-Distill-Llama-8B2026.01 | 97.5 |