Math Reasoning on AIME 25 (pass@1)
40Pass@1OpenThinker3-7B
Evaluation results
| Method | Links | |
|---|---|---|
| OpenThinker3-7B2026.03 | 40 | |
| teacher top-K local support matchingmasking=false2026.03 | 26.7 | |
| teacher top-K local support matchingmasking=true2026.03 | 23.3 | |
| Sampled-token OPDmasking=false2026.03 | 16.7 | |
| Sampled-token OPDmasking=true2026.03 | 16.7 | |
| IPPODebate Setting=Heterogeneous MAD, Agent=A1, Round (T)=5, Backbone=Qwen3-4B-Instruct-25072026.03 | 13.3 | |
| UMADDebate Setting=Heterogeneous MAD, Agent=A1, Round (T)=2, Backbone=Qwen3-4B-Instruct-25072026.03 | 13.3 | |
| UMADDebate Setting=Heterogeneous MAD, Agent=A1, Round (T)=5, Backbone=Qwen3-4B-Instruct-25072026.03 | 13.3 | |
| IPPODebate Setting=Heterogeneous MAD, Agent=A1, Round (T)=2, Backbone=Qwen3-4B-Instruct-25072026.03 | 6.7 | |
| UMADDebate Setting=Heterogeneous MAD, Agent=A1, Round (T)=1, Backbone=Qwen3-4B-Instruct-25072026.03 | 6.7 | |
| Zero-ShotDebate Setting=Homogeneous MAD, Agent=A0, Round (T)=1, Backbone=Qwen2.5-3B-Instruct2026.03 | 0 | |
| Qwen2.5-7B-It2026.03 | 0 |