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Benchmarks
Graph Generation on QM9 without hydrogen
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99.6
Validity
Cometh
98.872
99.061
99.25
99.439
Apr 19, 2026
Validity
Relaxed Validity
Uniqueness
FCD
Updated 1mo ago
Evaluation Results
Method
Method
Links
Validity
Relaxed Validity
Uniqueness
FCD
Cometh
2026.04
99.6
-
96.8
0.25
Training set
2026.04
99.3
99.5
99.2
0.03
DisCo
2026.04
99.3
-
-
-
DeFoG
Sampling steps=100%
2026.04
99.3
99.4
96.3
0.12
IDDM
Sampling steps=10%
2026.04
99.3
99.5
96.5
0.1
IDDM
Sampling steps=100%
2026.04
99.3
99.5
96.3
0.13
DiGress
2026.04
99
-
96.2
-
DeFoG
Sampling steps=10%
2026.04
98.9
99.2
96.2
0.26
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