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Benchmarks
Batch effect transfer on Murine pancreas scRNA-seq (held-out donors)
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0.0639
MMD Distance
Energy
0.03016
0.257905
0.48565
0.713395
Mar 5, 2026
MMD Distance
Updated 2mo ago
Evaluation Results
Method
Method
Links
MMD Distance
Energy
Conditioning protocol=...
2026.03
0.0639
FM
Conditioning protocol=...
2026.03
0.0733
Harmony
2026.03
0.0903
SWD
Conditioning protocol=...
2026.03
0.1164
FM
Conditioning protocol=...
2026.03
0.2429
SWD
Conditioning protocol=...
2026.03
0.316
Energy
Conditioning protocol=...
2026.03
0.4
scVI
2026.03
0.9074
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