Multimodal Abstractive Summarization
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
41.51ROUGE-1
90
Feb 27, 2026
41.59ROUGE-1
90
Feb 27, 2026
67.7ROUGE-1
21
May 13, 2026
30.55ROUGE-1 Score
6
Feb 27, 2026
32.86ROUGE-1
6
Feb 27, 2026
19.87ROUGE-1 Score
6
Feb 27, 2026
38.02ROUGE-1
6
Feb 27, 2026
21.89ROUGE-1
6
Feb 27, 2026
23.88R-1
6
Feb 27, 2026
30.57ROUGE-1
6
Feb 27, 2026
37.91R-1
6
Feb 27, 2026
38.15ROUGE-1
6
Feb 27, 2026
18.82ROUGE-1
6
Feb 27, 2026
22.61ROUGE-1
6
Feb 27, 2026
47.79ROUGE-1 Score
6
Feb 27, 2026
39.28ROUGE-1
6
Feb 27, 2026
22.18ROUGE-1
6
Feb 27, 2026
35.93ROUGE-1
6
Feb 27, 2026
28.58ROUGE-1
6
Feb 27, 2026
3.98Fluency
3
Feb 27, 2026
4.56Fluency
3
Feb 27, 2026
—
—ROUGE-1
0
Feb 26, 2026