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Perturbation Prediction on PBMC-IFN

0.99CD8T PCC

CellOT

Updated 1mo ago

Evaluation Results

Method	Links
CellOT 2026.04		0.99	0.97	0.99	0.98	0.77	0.02	0.95	0.89	0.97	0.94	0.96	0.88	0.96	0.9	0.94	0.8
trVAE 2026.04		0.98	0.96	0.82	0.39	0.83	0.32	0.9	0.78	0.97	0.94	0.83	0.46	0.97	0.92	0.9	0.68
SAVE 2026.04		0.98	0.97	0.97	0.89	0.91	0.53	0.97	0.94	0.96	0.97	0.96	0.81	0.96	0.9	0.96	0.86
scGEN 2026.04		0.96	0.88	0.95	0.8	0.93	0.77	0.91	0.83	0.92	0.85	0.96	0.89	0.93	0.84	0.94	0.84
control 2026.04		0.94	0.88	0.75	0.32	0.78	0.38	0.91	0.81	0.94	0.87	0.79	0.51	0.93	0.84	0.86	0.66
scDisInFact 2026.04		0.85	0.43	0.77	0.47	0.71	0.43	0.84	0.45	0.85	0.43	0.76	0.47	0.79	0.44	0.8	0.45
MFM 2026.04		0.78	0.6	0.77	0.53	0.56	0.08	0.7	0.49	0.7	0.49	0.72	0.51	0.72	0.51	0.71	0.46