Molecule Generation
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
994.8Uniqueness
58
Jun 1, 2026
1,000.2Validity Score
56
Feb 26, 2026
206.5Novelty Score
56
Feb 26, 2026
942.2Validity Score
56
Feb 26, 2026
100Validity
47
Jun 23, 2026
100Validity
32
Apr 2, 2026
100Validity
28
Apr 21, 2026
55.7Exact Match
26
Apr 28, 2026
98.9Validity (%)
21
Apr 2, 2026
1,000Sample Efficiency
21
Jun 4, 2026
99.9Uniqueness
20
Mar 6, 2026
100Validity
19
Apr 21, 2026
87.2A
18
Mar 31, 2026
99.1Validity A
18
Feb 26, 2026
100Valid Rate
16
Apr 13, 2026
100Novelty
14
May 18, 2026
98.56Validity (%)
12
Jun 4, 2026
99.92Validity
12
Jun 4, 2026
3.5Time (s)
12
Apr 14, 2026
100Atom Connectivity Pass Rate
11
Jun 4, 2026
51.9EXACT
11
Feb 26, 2026
99.9Validity
10
Apr 14, 2026
96.02Validity
10
May 12, 2026
95.26Validity
10
Mar 6, 2026
40.2Modes
10
Feb 26, 2026