Text Simplification
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
43.86BLEU
29
Apr 8, 2026
41.87SARI
27
Feb 26, 2026
99.9SARI
20
Feb 26, 2026
100BLEU (Orig)
19
Jul 3, 2026
4.8Grammaticality Score
10
Feb 26, 2026
44.67SARI
9
Feb 26, 2026
0.13Inference Time (s)
9
Feb 26, 2026
3.01FE-diff
9
Feb 26, 2026
0.389BLEU
8
May 15, 2026
5.47FKGL
8
Feb 26, 2026
3.2FKGL
8
Feb 26, 2026
52.26SARI
7
Apr 21, 2026
52.26SARI
7
Apr 21, 2026
66.1Vocabulary Coverage
6
Apr 8, 2026
80.2Vocabulary Coverage
6
Apr 8, 2026
52.9Vocabulary Coverage
6
Apr 8, 2026
70.4Vocabulary Coverage
6
Apr 8, 2026
60.4Vocabulary Coverage
6
Apr 8, 2026
76Vocabulary Coverage
6
Apr 8, 2026
66.9Vocabulary Coverage
6
Apr 8, 2026
81.6Vocabulary Coverage
6
Apr 8, 2026
3.62Simplicity
6
Feb 26, 2026
29.56BLEU
5
May 21, 2026
3.98Fluency Score
5
Feb 26, 2026
9.49FKGL
5
Feb 26, 2026