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Cell Painting morphology prediction on BBBC036 SMILES-based
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3.3115
MSE
CS-model
3.300156
3.376728
3.4533
3.529872
May 8, 2026
MSE
PCC
R2
Updated 23d ago
Evaluation Results
Method
Method
Links
MSE
PCC
R2
CS-model
Venue=Ours
2026.05
3.3115
0.3688
0.0717
FLAML
Venue=MLSys’21
2026.05
3.4217
0.3486
0.0379
CellForge
Venue=arXiv’25
2026.05
3.4568
0.3415
0.0464
Random Search
Venue=JMLR’24
2026.05
3.4763
0.3392
0.0246
RealMLP
Venue=NeurIPS’24
2026.05
3.5305
0.3301
0.0149
TabR
Venue=ICLR’24
2026.05
3.5518
0.2747
0.0119
RF-TD
Venue=NeurIPS’24
2026.05
3.5951
0.2447
0.0135
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