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ResearchFormerly WizWand

Genetic perturbation representation learning on Jurkat cell line

36.52Average ScoreTxFM-B
18.507223.183627.8632.5364May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TxFM-Btrain data=DiverseRNA, # samples=1.4M2026.0536.52
Ridge PCAtrain data=DiverseRNA, # samples=1.4M2026.0533.85
STATE-SEtrain data=Tahoe+atlases, # samples=170M2026.0533.81
(Lib+Log)Normtrain data=n/a2026.0533.37
Raw datatrain data=n/a2026.0533.06
TxFM-Btrain data=TF-Sapiens, # samples=57M2026.0532.98
(Lib+Log)Norm+5k HVGtrain data=evaluation data2026.0532.94
Cell2Sentencetrain data=Web text+atlases, # samples=50M2026.0532.82
Linear autoencodertrain data=DiverseRNA, # samples=1.4M2026.0532.49
AIDO.Cell-100Mtrain data=Atlases, # samples=50M2026.0531.53
PCAtrain data=DiverseRNA, # samples=1.4M2026.0530.91
scVI-Ltrain data=DiverseRNA, # samples=1.4M2026.0530.68
(Lib+Log)Norm+1k HVGtrain data=evaluation data2026.0530.67
TranscriptFormer-Sapienstrain data=TF-Sapiens, # samples=57M2026.0529.92
Tahoe-x1-70Mtrain data=Tahoe+atlases, # samples=266M2026.0528.47
scPrint-Ltrain data=Atlases, # samples=50M2026.0527.04
scGPTtrain data=Atlases, # samples=33M2026.0526.86
scCellotrain data=Atlases, # samples=22M2026.0525.09
UCEtrain data=Atlases, # samples=36M2026.0525.07
CellPLMtrain data=Tumor atlases, # samples=11M2026.0524.06
scTabtrain data=Atlases, # samples=22M2026.0522.69
GeneJEPAtrain data=Tahoe, # samples=100M2026.0521.66
Geneformer-v2train data=Genecorpus, # samples=104M2026.0519.63
random label shuffletrain data=n/a2026.0519.2