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Benchmarks
Cell Painting morphology prediction on CPG0016 (SMILES-based split)
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1.1113
MSE
CS-model
1.065264
1.376007
1.68675
1.997493
May 8, 2026
MSE
PCC
R2
Updated 23d ago
Evaluation Results
Method
Method
Links
MSE
PCC
R2
CS-model
Venue=Ours
2026.05
1.1113
0.5093
0.2383
CellForge
Venue=arXiv’25
2026.05
1.2849
0.3716
0.1272
FLAML
Venue=MLSys’21
2026.05
1.2865
0.3748
0.1183
Random Search
Venue=JMLR’24
2026.05
1.3428
0.3189
0.0747
RealMLP
Venue=NeurIPS’24
2026.05
1.4174
0.2616
0.0297
RF-TD
Venue=NeurIPS’24
2026.05
1.4673
0.1354
0.0135
TabR
Venue=ICLR’24
2026.05
2.2622
0.077
0.5516
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