Mathematical Reasoning on AMC (avg@k, pass@k)
58.28Average @ kTeacher
Evaluation results
| Method | Links | ||
|---|---|---|---|
| TeacherModel Scale=Teacher2026.06 | 58.28 | 77.11 | |
| KAT-OPDModel Scale=Qwen3-4B-Base, Rollout Length=7362026.06 | 46.69 | 75.9 | |
| OPDModel Scale=Qwen3-4B-Base, Rollout Length=19472026.06 | 45.48 | 73.49 | |
| Fixed PrefixModel Scale=Qwen3-4B-Base, Rollout Length=9872026.06 | 45.19 | 72.31 | |
| Random TerminationModel Scale=Qwen3-4B-Base, Rollout Length=8632026.06 | 44.13 | 68.68 | |
| KAT-OPDModel Scale=Qwen3-1.7B-Base, Rollout Length=4562026.06 | 21.24 | 56.63 | |
| Fixed PrefixModel Scale=Qwen3-1.7B-Base, Rollout Length=7302026.06 | 20.63 | 49.4 | |
| OPDModel Scale=Qwen3-1.7B-Base, Rollout Length=10132026.06 | 20.33 | 53.01 | |
| Random TerminationModel Scale=Qwen3-1.7B-Base, Rollout Length=6822026.06 | 19.88 | 46.99 | |
| StudentModel Scale=Qwen3-4B-Base, Evaluation Protocol=zero-shot2026.06 | 14.91 | 50.6 | |
| StudentModel Scale=Qwen3-1.7B-Base, Evaluation Protocol=zero-shot2026.06 | 10.09 | 40.96 |