Latency and GPU Energy Consumption on PDEBench for Burgers' Equation
0.72Latency (s)PiERN-PDEBench
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PiERN-PDEBenchModel size=2.4B2025.09 | 0.72 | 191.55 | |
| PiERN-PDEBenchModel size=15.8B2025.09 | 1.08 | 1,124.03 | |
| PiERN-PDEBenchModel size=3.5B2025.09 | 1.41 | 468.99 | |
| PiERN-PDEBenchModel size=33.8B2025.09 | 1.99 | 1,816.77 | |
| PiERN-PDEBenchModel size=5.8B2025.09 | 2.78 | 976.44 | |
| PiERN-PDEBenchModel size=9.8B2025.09 | 4.66 | 1,699.42 | |
| Qwen3Model size=0.6B2025.09 | 5.31 | 1,111.12 | |
| Qwen3-30B-A3B-InstructVersion=25072025.09 | 13.23 | 3,205.34 | |
| Qwen3Model size=4B2025.09 | 21.96 | 6,497.77 | |
| Qwen3Model size=1.7B2025.09 | 22.48 | 6,000.56 | |
| Tongyi-DeepResearchConfig=30B-A3B2025.09 | 27.54 | 6,492.7 | |
| Qwen3Model size=8B2025.09 | 32.82 | 11,311.09 | |
| Qwen3Model size=14B2025.09 | 51.23 | 18,492.6 | |
| Qwen3Model size=32B2025.09 | 96.11 | 34,337.21 |