1D Diffusion-Sorption on PDEBench (Latency & Energy)
1.97Latency (s)PiERN-PDEBench
Evaluation Results
| Method | Links | ||
|---|---|---|---|
| PiERN-PDEBenchModel size=2.4B2025.09 | 1.97 | 609.62 | |
| PiERN-PDEBenchModel size=15.8B2025.09 | 2.61 | 2,768.72 | |
| PiERN-PDEBenchModel size=3.5B2025.09 | 3.54 | 1,251.82 | |
| PiERN-PDEBenchModel size=33.8B2025.09 | 4.78 | 4,924.06 | |
| PiERN-PDEBenchModel size=5.8B2025.09 | 7.4 | 2,628.12 | |
| Qwen3Model size=0.6B2025.09 | 7.7 | 1,660.01 | |
| PiERN-PDEBenchModel size=9.8B2025.09 | 12.43 | 4,709.54 | |
| Qwen3Model size=1.7B2025.09 | 20.03 | 5,370.22 | |
| Qwen3-30B-A3B-InstructVersion=25072025.09 | 27.44 | 6,703.73 | |
| Qwen3Model size=4B2025.09 | 29.5 | 8,731.67 | |
| Tongyi-DeepResearchConfig=30B-A3B2025.09 | 49.2 | 11,658.81 | |
| Qwen3Model size=8B2025.09 | 53.78 | 18,571.68 | |
| Qwen3Model size=14B2025.09 | 90 | 32,461.84 | |
| Qwen3Model size=32B2025.09 | 154.66 | 55,319.94 |