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ResearchFormerly WizWand

Differential Expression on PerturbQA (HepG2) (AUROC)

0.74AUROCSYNTHPERT
0.46960.53980.610.6802Sep 29, 2025
Updated 6mo ago

Evaluation results

MethodLinks
SYNTHPERTBackbone=DeepSeek-R1 distilled Llama 3.1 8B2025.090.74
SUMMER2025.090.61
LLM + SFT ON DATABackbone=DeepSeek-R1 distilled Llama 3.1 8B2025.090.6
GAT2025.090.57
GENEPT-GENE2025.090.55
GENEPT-PROT2025.090.54
PHYSICAL2025.090.52
GEARS2025.090.48
scGPT2025.090.48