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ResearchFormerly WizWand

1D Diffusion-Reaction on PDEBench (Latency, GPU Energy Consumption)

0.99Latency (s)PiERN-PDEBench
-2.665222.007446.6871.3526Sep 17, 2025
Updated 6mo ago

Evaluation results

MethodLinks
PiERN-PDEBenchModel size=2.4B2025.090.99269.59
PiERN-PDEBenchModel size=3.5B2025.091.85572.6
PiERN-PDEBenchModel size=15.8B2025.091.852,111.61
PiERN-PDEBenchModel size=33.8B2025.092.872,609.06
PiERN-PDEBenchModel size=5.8B2025.093.681,331.76
PiERN-PDEBenchModel size=9.8B2025.096.332,378.52
Qwen3Model size=0.6B2025.099.852,156.93
Qwen3-30B-A3B-InstructVersion=25072025.0914.463,253.55
Qwen3Model size=1.7B2025.0915.344,079.44
Qwen3Model size=4B2025.0916.364,801.23
Qwen3Model size=8B2025.0929.4110,169.59
Qwen3Model size=14B2025.0943.8115,737.38
Tongyi-DeepResearchConfig=30B-A3B2025.0956.1513,221.97
Qwen3Model size=32B2025.0992.3732,745.18