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Single-cell perturbation response prediction on PerturbQA K562
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0.888
Overall AUROC
PerturbDiff
0.49592
0.59771
0.6995
0.80129
May 31, 2026
Overall AUROC
Overall AUPRC
Overall Accuracy
Overall F1 Score
Macro per gene AUROC
Macro per gene AUPRC
Macro per gene Accuracy
Macro per gene F1 Score
Updated 1d ago
Evaluation Results
Method
Method
Links
Overall AUROC
Overall AUPRC
Overall Accuracy
Overall F1 Score
Macro per gene AUROC
Macro per gene AUPRC
Macro per gene Accuracy
Macro per gene F1 Score
PerturbDiff
2026.05
0.888
0.663
52.5
34.9
0.495
0.575
43.2
49.7
CORE-Reasoning
Backbone=Qwen3.5 9B
2026.05
0.816
0.615
90
71.7
0.607
0.623
91.5
6.4
STATE
2026.05
0.629
0.394
41.2
25.4
0.504
0.572
40.7
43.7
SUMMER
Backbone=Qwen3.5 9B
2026.05
0.511
0.147
79.5
16.8
0.485
0.426
84.6
1.7
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