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Benchmarks
Topological Polar Surface Area (TPSA) Prediction on PubChem 100K molecules (test)
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0.99
Pearson R
Chemprop
-0.0292
0.2354
0.5
0.7646
Jul 3, 2026
Pearson R
MAE
Updated 18d ago
Evaluation Results
Method
Method
Links
Pearson R
MAE
Chemprop
Architecture=GNN
2026.07
0.99
0.91
MolBasic
2026.07
0.99
2.71
ChemMLLM
Parameters=34B
2026.07
0.98
3.54
ChemMLLM
Parameters=7B
2026.07
0.97
6.06
Chemception
Architecture=CNN
2026.07
0.84
14.45
InternVL-v1.5
Parameters=20B
2026.07
0.29
28.73
ChemVLM
Parameters=8B
2026.07
0.26
53.66
Qwen-VL
Parameters=7B
2026.07
0.19
82.83
LLaVA-v1.5
Parameters=7B
2026.07
0.01
99.14
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