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Causal Perturbation Mapping on single-cell dataset zero-shot setting
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7.3
W2
Observed
6.656
11.003
15.35
19.697
Jan 28, 2026
W2
MMD
RMSE
RankT
MagRatio
Updated 4d ago
Evaluation Results
Method
Method
Links
W2
MMD
RMSE
RankT
MagRatio
Observed
Evaluation Protocol=Ze...
2026.01
7.3
1.4
0.03
0
1
MetaFM
Evaluation Protocol=Ze...
2026.01
20.78
9.86
0.13
0.15
0.23
CondOT
Evaluation Protocol=Ze...
2026.01
22.21
7.21
0.1
0.07
0.05
Identity
Evaluation Protocol=Ze...
2026.01
22.57
6.63
0.11
0.51
0
MapPFN
Evaluation Protocol=Ze...
2026.01
23.4
16.72
0.2
0.26
1.08
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