Topic Modeling
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
0Mean Topic Distance
6
Mar 19, 2026
0.295MaxMAP
6
Feb 26, 2026
25.06MaxMAP
6
Feb 26, 2026
2.81Topic 1 Score
6
Feb 26, 2026
0.922Diversity
6
Feb 26, 2026
0.33NMI
5
Feb 26, 2026
26NMI
5
Feb 26, 2026
0.271NPMI
5
Feb 26, 2026
0.282Noise
4
May 29, 2026
0.057Noise
4
May 29, 2026
-0.061NPMI
4
May 19, 2026
74.54Precision
4
May 19, 2026
53.09CV Topic Coherence Score
4
May 13, 2026
53.25Topic Coherence (CV)
4
May 13, 2026
0.687Topic Coherence (C_V)
4
Mar 23, 2026
100Mean Coverage
4
Feb 26, 2026
1Mean Coverage
4
Feb 26, 2026
1Mean Coverage
4
Feb 26, 2026
0.702Mean NMI
4
Feb 26, 2026
0.532Mean NMI
4
Feb 26, 2026
0.461NPMI
4
Feb 26, 2026
0.413NPMI
4
Feb 26, 2026
0.005Mean σ(NMI)
4
Feb 26, 2026
0.575NMI
4
Feb 26, 2026
60Label Accuracy
4
Feb 26, 2026