Extractive Summarization
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
58ROUGE-1
36
Feb 26, 2026
61.49ROUGE-1
32
Feb 26, 2026
49.47ROUGE-1
21
Feb 26, 2026
52.59ROUGE-1
18
Feb 26, 2026
31.5Anger
9
Feb 26, 2026
32.4ROUGE-2 (ANGER)
9
Feb 26, 2026
49.9ROUGE-1
9
Feb 26, 2026
53.89ROUGE-1
8
Feb 26, 2026
42.69ROUGE-1
8
Feb 26, 2026
30.81Score (De)
7
Feb 26, 2026
35.59ROUGE-1 Score
7
Feb 26, 2026
27.4ROUGE-1
7
Feb 26, 2026
75.3Accuracy
5
Mar 4, 2026
24.86ROUGE-1
5
Feb 26, 2026
25.09ROUGE-1
5
Feb 26, 2026
85.1F1 Score
5
Feb 26, 2026
30.8ROUGE-1
5
Feb 26, 2026
42.1ROUGE-1
4
Feb 26, 2026
30.7ROUGE-1
4
Feb 26, 2026
73ROUGE-1
3
Mar 4, 2026
57ROUGE-1
3
Mar 4, 2026
61ROUGE-1
3
Mar 4, 2026
33.5R-2 (Anger)
3
Feb 26, 2026
46.4ROUGE-1
2
Feb 26, 2026
42.13Content Coverage
2
Feb 26, 2026