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Benchmarks
Batch Effect Correction on PBMC
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0.75
Biological Conservation Score
trVAE
0.4588
0.5344
0.61
0.6856
Apr 18, 2026
Biological Conservation Score
Batch Mixing Score
scIB Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Biological Conservation Score
Batch Mixing Score
scIB Score
trVAE
2026.04
0.75
0.91
0.82
SAVE
2026.04
0.75
0.95
0.83
Scanorama
2026.04
0.71
0.93
0.8
Harmony
2026.04
0.71
0.95
0.8
scVI
2026.04
0.47
0.78
0.59
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