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Benchmarks
Differential Expression on PerturbQA (HepG2) (AUROC)
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0.74
AUROC
SYNTHPERT
0.4696
0.5398
0.61
0.6802
Sep 29, 2025
AUROC
Updated 1mo ago
Evaluation Results
Method
Method
Links
AUROC
SYNTHPERT
Backbone=DeepSeek-R1 d...
2025.09
0.74
SUMMER
2025.09
0.61
LLM + SFT ON DATA
Backbone=DeepSeek-R1 d...
2025.09
0.6
GAT
2025.09
0.57
GENEPT-GENE
2025.09
0.55
GENEPT-PROT
2025.09
0.54
PHYSICAL
2025.09
0.52
GEARS
2025.09
0.48
scGPT
2025.09
0.48
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