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BBBC021 dataset and benchmarks · SOTA2 Research

Research Datasets

BBBC021

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Virtual Cell Modeling

BBBC021

4.03FID

18

Out-of-Distribution Detection

BBBC021 Intensity Shift

0.77AUROC

10

Out-of-Distribution Detection

BBBC021 Unseen Pert.

80.71AUROC

10

Diffusion Inversion

BBBC021 x16

16.92PSNR

9

Simulating effects of molecule perturbations

BBBC021 (unseen)

18.5FID

7

Image-to-Image Translation

BBBC021 Latrunculin B treatment v1

22.19FID (C1)

5

Popular tasks

Out-of-Distribution Detection Image-to-Image Translation Diffusion Inversion Virtual Cell Modeling Simulating effects of molecule perturbations

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