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Benchmarks
scRNA-seq integration on pbmc
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88.6
Batch Correction
scVI (our code)
47
57.8
68.6
79.4
Feb 6, 2024
Batch Correction
Bio Conservation
Total Score
Updated 3mo ago
Evaluation Results
Method
Method
Links
Batch Correction
Bio Conservation
Total Score
scVI (our code)
Prior=VMM
2024.02
88.6
73.9
79.8
scVI (our code)
Prior=VampPrior
2024.02
88.3
76
79.7
Harmony
Prior=N/A
2024.02
86.8
78.7
78.7
scVI (our code)
Prior=GMM
2024.02
86.6
72.2
77.9
scVI tools
Prior=N(0, I)
2024.02
86
68.1
74.1
scVI (our code)
Prior=N(0, I)
2024.02
84
69.8
73.7
Scanorama
Prior=N/A
2024.02
48.6
75.6
64.8
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