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Controllable molecular generation on DFT unseen targets: Ei, EPS (test)
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99.54
Validity
LSTM-HC
52.8024
64.9362
77.07
89.2038
May 14, 2026
Validity
Validity (w/o rule checking)
Diversity
Similarity
Distance
Ei
EPS
Avg. MAE
Updated 16d ago
Evaluation Results
Method
Method
Links
Validity
Validity (w/o rule checking)
Diversity
Similarity
Distance
Ei
EPS
Avg. MAE
LSTM-HC
training=task-specific
2026.05
99.54
-
0.8294
0.9388
4.0644
1.0602
1.2078
1.134
CoMole
generator=frozen, embe...
2026.05
91.82
90.37
0.8537
0.642
15.5045
0.7231
0.761
0.7421
Graph DiT
training=task-specific
2026.05
60.76
78.58
0.8654
0.9124
5.6182
0.4586
0.4868
0.4727
DeFoG
training=task-specific
2026.05
56.24
49.48
0.8811
0.7238
7.4383
0.6921
0.6674
0.6768
DiGress
training=task-specific
2026.05
54.6
46.3
0.91
0.359
15.3168
0.74
0.8143
0.7772
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