Code Generation on LiveCodeBench (ms/tok, τ, budget)
4.93Latency (ms/tok)CADDTREE
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| CADDTREEBackbone=Qwen3-4B, Temperature=0.02026.06 | 4.93 | 9.64 | 197 | |
| DDTree-oracleBackbone=Qwen3-4B, Temperature=0.02026.06 | 4.97 | 9.31 | 128 | |
| DDTree-oracleBackbone=Qwen3-8B, Temperature=0.02026.06 | 5.03 | 9.37 | 128 | |
| CADDTREEBackbone=Qwen3-8B, Temperature=0.02026.06 | 5.04 | 9.53 | 152 | |
| DFlashBackbone=Qwen3-8B, Temperature=0.02026.06 | 6.56 | 7.17 | — | |
| DFlashBackbone=Qwen3-4B, Temperature=0.02026.06 | 6.57 | 7.09 | — | |
| ARBackbone=Qwen3-8B, Temperature=0.02026.06 | 30.66 | — | — | |
| ARBackbone=Qwen3-4B, Temperature=0.02026.06 | 30.82 | — | — |