Abstractive Summarization
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
57.31ROUGE-1
5
Feb 26, 2026
37.69ROUGE-1
5
Feb 26, 2026
45.49ROUGE-1
5
Feb 26, 2026
44.7ROUGE-1
5
Feb 26, 2026
53.63ROUGE-1
5
Feb 26, 2026
26.63ROUGE-1
5
Feb 26, 2026
0.431ROUGE-1
5
Feb 26, 2026
39.14ROUGE-1
5
Feb 26, 2026
45.15ROUGE-1
5
Feb 26, 2026
49.97NN Score (2)
5
Feb 26, 2026
16.4Perplexity
5
Feb 26, 2026
36.99ROUGE-1
5
Feb 26, 2026
36.4ROUGE-1
5
Feb 26, 2026
3.8Perplexity (Generated)
4
Jun 2, 2026
21.9SDE
4
Jun 2, 2026
0SDE
4
Jun 2, 2026
20.2SDE
4
Jun 2, 2026
37SDE
4
Jun 2, 2026
16.9BLEU
4
Feb 26, 2026
8.3BLEU
4
Feb 26, 2026
0.64Rank 1
4
Feb 26, 2026
32.1Mean ROUGE-1
4
Feb 26, 2026
28.2ROUGE-1
3
May 4, 2026
43.6ROUGE-1
3
Feb 26, 2026
45.4R1 Score
3
Feb 26, 2026