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LogP Prediction on PubChem 100K molecules (test)
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0.98
PCC
Chemprop
-0.04232
0.22309
0.4885
0.75391
Jul 3, 2026
PCC
MAE
Updated 18d ago
Evaluation Results
Method
Method
Links
PCC
MAE
Chemprop
Architecture=GNN
2026.07
0.98
0.16
MolBasic
2026.07
0.97
0.28
ChemMLLM
Parameters=34B
2026.07
0.93
0.43
ChemMLLM
Parameters=7B
2026.07
0.92
0.52
Chemception
Architecture=CNN
2026.07
0.62
1.23
ChemVLM
Parameters=8B
2026.07
0.38
1.68
Qwen-VL
Parameters=7B
2026.07
0.14
1.48
InternVL-v1.5
Parameters=20B
2026.07
0.04
2.37
LLaVA-v1.5
Parameters=7B
2026.07
-0.003
1.61
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