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Latency and GPU Energy Consumption on PDEBench for Burgers' Equation

0.72Latency (s)PiERN-PDEBench
-3.095622.659748.41574.1703Sep 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
PiERN-PDEBenchModel size=2.4B2025.090.72191.55
PiERN-PDEBenchModel size=15.8B2025.091.081,124.03
PiERN-PDEBenchModel size=3.5B2025.091.41468.99
PiERN-PDEBenchModel size=33.8B2025.091.991,816.77
PiERN-PDEBenchModel size=5.8B2025.092.78976.44
PiERN-PDEBenchModel size=9.8B2025.094.661,699.42
Qwen3Model size=0.6B2025.095.311,111.12
Qwen3-30B-A3B-InstructVersion=25072025.0913.233,205.34
Qwen3Model size=4B2025.0921.966,497.77
Qwen3Model size=1.7B2025.0922.486,000.56
Tongyi-DeepResearchConfig=30B-A3B2025.0927.546,492.7
Qwen3Model size=8B2025.0932.8211,311.09
Qwen3Model size=14B2025.0951.2318,492.6
Qwen3Model size=32B2025.0996.1134,337.21