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ResearchFormerly WizWand

Gene regulation direction prediction on PerturbQA Jurkat

0.68AUROCPBIO-AGENT
0.49280.54140.590.6386Sep 29, 2025Oct 20, 2025Nov 11, 2025Dec 3, 2025Dec 25, 2025Jan 16, 2026Feb 7, 2026
Updated 6mo ago

Evaluation results

MethodLinks
PBIO-AGENTModel size=8B2026.020.68
SUMMER2026.020.66
SUMMER2025.090.66
SYNTHPERT2025.090.65
GAT2026.020.59
GAT2025.090.59
GenePTvariant=PROT2026.020.58
GENEPT-PROT2025.090.58
GenePTvariant=GENE2026.020.57
GENEPT-GENE2025.090.57
LLMRetrieval=false2026.020.53
GEARS2026.020.51
SCGPT2026.020.51
GEARS2025.090.51
SCGPT2025.090.51
LLMCoT=false2026.020.5
RetrievalLLM=false2026.020.5
LLM + SFT ON DATA2025.090.5