Visual Storytelling
Benchmarks
DatasetSOTA methodMetricTrendResultsLast updated
35.7METEOR
38
Feb 26, 2026
0.735CSD (Cross)
21
Apr 16, 2026
71.5Preference Rate
16
Feb 26, 2026
72.3Preference
8
Feb 26, 2026
42.7Win Rate
8
Feb 26, 2026
0.858CLIP-T Score
7
Jun 25, 2026
0.864VQA-Score
7
May 21, 2026
0.86CLIP-T
6
Jun 25, 2026
85.5CLIP-T
6
Jun 25, 2026
0.56Relevance
6
Feb 26, 2026
35.5METEOR
6
Feb 26, 2026
18.13Perplexity
6
Feb 26, 2026
4.6Background Consistency (Consecutive)
5
Apr 16, 2026
4.23Instance Consistency
4
Mar 31, 2026
32.6Top-1 Rank Percentage
4
Feb 26, 2026
14.4BLEU-4
4
Feb 26, 2026
35.2METEOR-v2
3
Feb 26, 2026
34.4METEOR
3
Feb 26, 2026
53.2Relevance
2
Feb 26, 2026
19.9StoryAnchor Preference
1
Feb 26, 2026