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Benchmarks
Comprehensive Molecule Optimization on TOMG-Bench MOLOPT (test)
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19.77
LogP SR × Sim
Active-GRPO
11.918
13.9565
15.995
18.0335
Jul 1, 2026
LogP SR × Sim
MR SR × Sim
QED SR × Sim
Average SR × Sim
Updated 24d ago
Evaluation Results
Method
Method
Links
LogP SR × Sim
MR SR × Sim
QED SR × Sim
Average SR × Sim
Active-GRPO
Hardware=40GB-A100, Se...
2026.07
19.77
19.04
14.4
17.73
Offline-strengthened RePO
Hardware=40GB-A100, Se...
2026.07
19.74
18.53
11.3
16.52
Iterative SFT
Hardware=40GB-A100, Se...
2026.07
18.88
17.36
12.57
16.27
RePO
Hardware=40GB-A100, Se...
2026.07
18.77
18.6
12.58
16.65
Zero-shot
Hardware=40GB-A100, Se...
2026.07
17
13.14
11.14
13.76
GRPO-only
Hardware=40GB-A100, Se...
2026.07
12.22
9.56
6.99
9.59
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