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ResearchFormerly WizWand

Genetic perturbation representation learning on RPE1, HEPG2, and Jurkat Overall

39.11Average ScoreTxFM-B
18.642823.956429.2734.5836May 29, 2026
Updated 5mo ago

Evaluation results

MethodLinks
TxFM-Btrain data=DiverseRNA, # samples=1.4M2026.0539.11
Ridge PCAtrain data=DiverseRNA, # samples=1.4M2026.0536.74
STATE-SEtrain data=Tahoe+atlases, # samples=170M2026.0536.43
(Lib+Log)Normtrain data=n/a2026.0536.29
TxFM-Btrain data=TF-Sapiens, # samples=57M2026.0535.62
Cell2Sentencetrain data=Web text+atlases, # samples=50M2026.0535.44
Linear autoencodertrain data=DiverseRNA, # samples=1.4M2026.0535.38
Raw datatrain data=n/a2026.0535.27
(Lib+Log)Norm+5k HVGtrain data=evaluation data2026.0535.08
AIDO.Cell-100Mtrain data=Atlases, # samples=50M2026.0534.5
(Lib+Log)Norm+1k HVGtrain data=evaluation data2026.0534.46
PCAtrain data=DiverseRNA, # samples=1.4M2026.0533.54
scVI-Ltrain data=DiverseRNA, # samples=1.4M2026.0532.85
TranscriptFormer-Sapienstrain data=TF-Sapiens, # samples=57M2026.0532.12
Tahoe-x1-70Mtrain data=Tahoe+atlases, # samples=266M2026.0530.99
scGPTtrain data=Atlases, # samples=33M2026.0528.96
scPrint-Ltrain data=Atlases, # samples=50M2026.0527.49
scCellotrain data=Atlases, # samples=22M2026.0527.04
UCEtrain data=Atlases, # samples=36M2026.0526.44
CellPLMtrain data=Tumor atlases, # samples=11M2026.0524.84
scTabtrain data=Atlases, # samples=22M2026.0524.8
GeneJEPAtrain data=Tahoe, # samples=100M2026.0523.01
Geneformer-v2train data=Genecorpus, # samples=104M2026.0519.89
random label shuffletrain data=n/a2026.0519.43