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Benchmarks
Single-cell Integration on Heart 270k
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24
Total Runtime (s)
scGPT
-183.04
1,214.48
2,612
4,009.52
May 18, 2026
Total Runtime (s)
Peak GPU Memory Usage (GB)
Updated 15d ago
Evaluation Results
Method
Method
Links
Total Runtime (s)
Peak GPU Memory Usage (GB)
scGPT
GPU=NVIDIA RTX 2080 Ti
2026.05
24
-
Harmony
Version=v0.0.9, GPU=NV...
2026.05
1,450
6.5
scHelix
GPU=NVIDIA RTX 2080 Ti
2026.05
1,900
3.8
scVI
Version=v1.0.4, GPU=NV...
2026.05
4,800
4.2
SCALEX
Version=v2.0.1, GPU=NV...
2026.05
5,200
5.1
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