Newsgroups
Benchmarks
TaskDatasetSOTA resultTrendResults
20 Newsgroups
97Precision
44
20 Newsgroups Dir(0.1) (test)
68.82Accuracy
17
20 Newsgroups
24.1F1 Score
16
20Newsgroups
65.71Micro F1
13
6Newsgroups UMAP10
0.01Runtime (s)
12
6Newsgroups UMAP10
76V-Measure
12
6Newsgroups UMAP10 full-dataset
63ARI
12
6Newsgroups UMAP10
0.81FMI Score
12
6Newsgroups UMAP10
76NMI
12
6NewsgroupsUMAP10
77ARI
12
20 Newsgroups by-date (test)
87.3Accuracy
12
20 Newsgroups
7.9TPR @ 0.1% FPR
11
Newsgroups (Hard)
1Detected Error
9
Newsgroups (Medium)
1Detected Error
9
Newsgroups (Easy)
1Detected Error
9
20 Newsgroups text
23.7DP
7
20-Newsgroups
0.295MaxMAP
6
20 Newsgroups (held-out)
55F1
6
20 Newsgroups (subsampled)
1Normalized Clustering Loss
5
Newsgroups20
62.2Accuracy (All)
5
20 Newsgroups
1Mean Coverage
4
20 Newsgroups
0.532Mean NMI
4
Newsgroups20
0.061MPE Novel
4
Newsgroups 15 5
75AUROC
1
20 Newsgroups 15 (test)
89AUROC
1