Dialogue on MT-Bench (Efficiency Metrics)
4.18SpeedupDFlash+DDTree
Evaluation results
| Method | Links | ||
|---|---|---|---|
| DFlash+DDTreeModel=Qwen3-4B, Temperature=0.0, Node Budget=Best from {16, 32, 64, 128, 256, 512, 1024}2026.04 | 4.18 | 6.7 | |
| DFlash+DDTreeModel=Qwen3-8B, Temperature=0.0, Node Budget=Best from {16, 32, 64, 128, 256, 512, 1024}2026.04 | 4.1 | 6.58 | |
| DFlash+DDTreeModel=Qwen3-4B, Temperature=1.0, Node Budget=Best from {16, 32, 64, 128, 256, 512, 1024}2026.04 | 3.91 | 6.27 | |
| DFlash+DDTreeModel=Qwen3-8B, Temperature=1.0, Node Budget=Best from {16, 32, 64, 128, 256, 512, 1024}2026.04 | 3.75 | 6.02 | |
| DFlash+DDTreeModel=Qwen3-Coder-30B-A3B-Instruct, Temperature=0.0, Node Budget=Best from {16, 32, 64, 128, 256, 512, 1024}2026.04 | 3.27 | 5.36 | |
| DFlash+DDTreeModel=Qwen3-Coder-30B-A3B-Instruct, Temperature=1.0, Node Budget=Best from {16, 32, 64, 128, 256, 512, 1024}2026.04 | 3.1 | 5.14 | |
| DFlashModel=Qwen3-4B, Temperature=0.02026.04 | 2.64 | 4.38 | |
| DFlashModel=Qwen3-8B, Temperature=0.02026.04 | 2.56 | 4.28 | |
| DFlashModel=Qwen3-4B, Temperature=1.02026.04 | 2.46 | 4.05 | |
| DFlashModel=Qwen3-8B, Temperature=1.02026.04 | 2.3 | 3.77 | |
| DFlashModel=Qwen3-Coder-30B-A3B-Instruct, Temperature=0.02026.04 | 2.04 | 3.52 | |
| DFlashModel=Qwen3-Coder-30B-A3B-Instruct, Temperature=1.02026.04 | 1.96 | 3.43 |