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Benchmarks
scRNA-seq integration on split-seq
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87.8
Batch Correction
scVI (our code)
53.896
62.698
71.5
80.302
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
87.8
63.9
73.4
scVI (our code)
Prior=VampPrior
2024.02
87.6
63.8
73.3
scVI (our code)
Prior=GMM
2024.02
87.6
63.1
72.9
scVI (our code)
Prior=N(0, I)
2024.02
87.5
61.2
71.7
scVI tools
Prior=N(0, I)
2024.02
86.4
59.8
70.5
Harmony
Prior=N/A
2024.02
79
65
70.6
Scanorama
Prior=N/A
2024.02
55.2
63.2
60
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