Coding Reasoning on LiveCodeBench
73.5Medium Pass@1BeamSearch-IS
Evaluation results
| Method | Links | ||||||
|---|---|---|---|---|---|---|---|
| BeamSearch-ISTraining Paradigm=Context Training with Information Seeking2026.05 | 73.5 | 89 | 33.9 | 57.2 | 52.5 | 70.2 | |
| BoNTraining Paradigm=Context Training2026.05 | 72.5 | 83.6 | 28.7 | 50.3 | 49.2 | 65.9 | |
| Seq-ISTraining Paradigm=Context Training with Information Seeking2026.05 | 71.6 | 86.2 | 29.6 | 52.1 | 49.3 | 68.1 | |
| Gemini-2.5-Flash2026.05 | 71.5 | 83.8 | 30 | 49.6 | 49.4 | 65.6 | |
| BeamSearchTraining Paradigm=Context Training2026.05 | 69.9 | 84.2 | 31.2 | 52 | 49.3 | 67.1 | |
| SeqTraining Paradigm=Context Training2026.05 | 68.9 | 85.6 | 31.5 | 51.6 | 49 | 67.5 |