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Papers Benchmarks Datasets Tasks

Cell Painting morphology prediction research benchmarks · SOTA2 Research

Cell Painting morphology prediction

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

CPG0016 Plate-based

0.994MSE

7

May 11, 2026

CPG0016 (SMILES-based split)

1.111MSE

7

May 11, 2026

BBBC047 Plate-based

2.57MSE

7

May 11, 2026

BBBC047 SMILES-based split

2.761MSE

7

May 11, 2026

BBBC036 Plate-based

2.366MSE

7

May 11, 2026

BBBC036 SMILES-based

3.312MSE

7

May 11, 2026

Popular datasets

BBBC036 BBBC047 CPG0016

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