ResearchBenchmarksSingle-cell Integration on Heart 270kSingle-cell Integration on Heart 270kFollow24Total Runtime (s)scGPT-183.041,214.482,6124,009.52May 18, 2026Evaluation resultsMethodMethodLinksTotal Runtime (s)Peak GPU Memory Usage (GB)scGPTGPU=NVIDIA RTX 2080 TiGPU=NVIDIA RTX 2080 Ti2026.0524—HarmonyVersion=v0.0.9, GPU=NV...Version=v0.0.9, GPU=NVIDIA RTX 2080 Ti2026.051,4506.5scHelixGPU=NVIDIA RTX 2080 TiGPU=NVIDIA RTX 2080 Ti2026.051,9003.8scVIVersion=v1.0.4, GPU=NV...Version=v1.0.4, GPU=NVIDIA RTX 2080 Ti2026.054,8004.2SCALEXVersion=v2.0.1, GPU=NV...Version=v2.0.1, GPU=NVIDIA RTX 2080 Ti2026.055,2005.1