Topic Modeling
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
42.57Intruder Detection Accuracy (CI)
45
May 19, 2026
54.31Intruder Detection Accuracy (CI)
45
May 19, 2026
1UT
44
Apr 15, 2026
97.5UT Score
44
Apr 15, 2026
98UT Score
44
Apr 15, 2026
688Perplexity
39
Feb 26, 2026
0.24NPMI
33
Apr 1, 2026
0.87CV
29
Mar 31, 2026
0.9CV
29
Mar 31, 2026
0.82CV
25
Mar 31, 2026
1,657Topic Judge Elo Score
24
Jun 30, 2026
0.133NPMI
23
Apr 1, 2026
0.207NPMI
23
Apr 1, 2026
0.088CNPMI (Coherence)
18
May 6, 2026
0.505Cv
18
Feb 26, 2026
0.516Cv
18
Feb 26, 2026
0.484Cv
18
Feb 26, 2026
0.582Cv
18
Feb 26, 2026
0.451Cv
18
Feb 26, 2026
0.493Cv
18
Feb 26, 2026
0.38NPMI
17
Feb 26, 2026
1,813Topic Judge Elo Score
16
Jun 30, 2026
1,678Topic Judge Elo Score
16
Jun 30, 2026
1,728Elo Score (Topic Judge)
16
Jun 30, 2026
1,607Topic Judge Elo Score
16
Jun 30, 2026