20 Newsgroups
Benchmarks
TaskDatasetSOTA resultTrendResults
20 Newsgroups (test)
85.8Accuracy
79
20 Newsgroups (test)
96.93Accuracy
43
20 Newsgroups (test)
688Perplexity
39
20 Newsgroups 40% Instance-Dependent Noise
85.02Accuracy
24
20 Newsgroups 20% Instance-Dependent Noise
85.02Accuracy
24
20 Newsgroups 40% Asymmetric Noise
85.02Accuracy
24
20 Newsgroups 20% Asymmetric Noise
85.02Accuracy
24
20 Newsgroups 40% Symmetric Noise
85.02Accuracy
24
20 Newsgroups 20% Symmetric Noise
85.15Accuracy
24
20 Newsgroups (test)
83.2Accuracy
20
20 Newsgroups Dir(0.01) (test)
0.644Accuracy
17
20 Newsgroups Dir(0.5) (test)
70.93Accuracy
17
20NG (20 Newsgroups)
1,614Topic Judge Elo Score
16
20 Newsgroups
73Accuracy
16
20 Newsgroups (20NG)
0.287SC
16
20 Newsgroups
2.09ECE
10
20 Newsgroups
9.07Wall-clock Speedup
9
20 Newsgroups (20n) original (test)
75.3Accuracy
8
20 Newsgroups
76.1Rare F1 @ 30%
7
20 Newsgroups
0.49ARI
7
20 Newsgroups
43.48Hard Clustering Purity
5
20 Newsgroups
0.413NPMI
4
20 Newsgroups
2.8Speedup vs STC
4
20 Newsgroups
2,600,000Throughput (img/s)
4
20 Newsgroups (test)
0.63FPR@90
4