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Cell Painting morphology prediction on BBBC047 SMILES-based split
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2.7612
MSE
CS-model
2.75412
2.80191
2.8497
2.89749
May 8, 2026
MSE
PCC
R2
Updated 23d ago
Evaluation Results
Method
Method
Links
MSE
PCC
R2
CS-model
Venue=Ours
2026.05
2.7612
0.4368
0.0687
CellForge
Venue=arXiv’25
2026.05
2.7869
0.4154
0.0476
FLAML
Venue=MLSys’21
2026.05
2.8126
0.4127
0.0435
Random Search
Venue=JMLR’24
2026.05
2.8314
0.4059
0.0358
RealMLP
Venue=NeurIPS’24
2026.05
2.8441
0.3985
0.0285
RF-TD
Venue=NeurIPS’24
2026.05
2.885
0.3746
0.0281
TabR
Venue=ICLR’24
2026.05
2.9382
0.3552
0.0159
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