Reasoning Performance Aggregation on Aggregate Benchmarks Code Math
56.2Code Component AverageSAGE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| SAGEBackbone=Qwen-3-4B-Base2026.03 | 56.2 | 55.8 | 55.9 | |
| SAGEBackbone=Qwen-2.5-7B-Instruct2026.03 | 55.5 | 47.5 | 50.1 | |
| AZRBackbone=Qwen-2.5-7B-Instruct2026.03 | 55.2 | 46.8 | 49.6 | |
| AZRBackbone=Qwen-3-4B-Base2026.03 | 55.2 | 46.7 | 49.5 | |
| MAEBackbone=Qwen-3-4B-Base2026.03 | 55.2 | 53.9 | 54.4 | |
| MAEBackbone=Qwen-2.5-7B-Instruct2026.03 | 54.9 | 45 | 48.3 | |
| Base ModelBackbone=Qwen-3-4B-Base2026.03 | 54.5 | 56.3 | 55.7 | |
| Base ModelBackbone=Qwen-2.5-7B-Instruct2026.03 | 52 | 45.4 | 47.6 | |
| SAGEBackbone=Qwen-2.5-3B-Instruct2026.03 | 49.4 | 38.3 | 42 | |
| AZRBackbone=Qwen-2.5-3B-Instruct2026.03 | 48.4 | 35.7 | 39.9 | |
| MAEBackbone=Qwen-2.5-3B-Instruct2026.03 | 48.4 | 36.6 | 40.5 | |
| Base ModelBackbone=Qwen-2.5-3B-Instruct2026.03 | 46.9 | 37.2 | 40.4 |