Summarization
Benchmarks
Dataset NameSOTA methodMetricTrendResultsLast Updated
47.2ROUGE-L
17
Feb 26, 2026
37.68Score
17
Mar 20, 2026
62.9ROUGE-1
17
Apr 14, 2026
44.15ROUGE-1
17
Feb 26, 2026
36.7R-1
17
Jun 4, 2026
40.8ROUGE-1 F1
16
Jun 2, 2026
0.422ROUGE-1 F1
16
Jun 2, 2026
35.8ROUGE-1 F1
16
Jun 2, 2026
32.4ROUGE-1 F1
16
Jun 2, 2026
41ROUGE-1 F1
16
Jun 2, 2026
42.2ROUGE-1 F1
16
Jun 2, 2026
32.4ROUGE-1 F1
16
Jun 2, 2026
28.2ROUGE-1
16
May 4, 2026
23.2SUM Score
16
Feb 26, 2026
24.5SUM Score
16
Feb 26, 2026
20D3
16
Feb 26, 2026
20D3 Score
16
Feb 26, 2026
27.24Word Count
16
Feb 26, 2026
63.37ROUGE-1
16
Feb 26, 2026
67.8ROUGE-L F1
16
Feb 26, 2026
65.2Accuracy
15
May 15, 2026
149.33Context Influence
15
Feb 27, 2026
1.45Speedup (x)
15
Feb 26, 2026
43.8ROUGE-1
15
Feb 26, 2026
52.3Score (De)
15
Feb 26, 2026