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Papers Benchmarks Datasets Tasks

Visual Storytelling research benchmarks · SOTA2 Research

Visual Storytelling

Benchmarks

Dataset NameSOTA MethodSort

Dataset NameSOTA methodMetricTrendResultsLast Updated

35.7METEOR

38

Feb 26, 2026

ViStoryBench Lite 2025

Copy-Paste Baseline

0.735CSD (Cross)

21

Apr 16, 2026

VIST Human Evaluation (test)

71.5Preference Rate

16

Feb 26, 2026

VIST Human Evaluation (test)

72.3Preference

8

Feb 26, 2026

42.7Win Rate

8

Feb 26, 2026

0.858CLIP-T Score

7

Jun 25, 2026

AttriStory (test)

0.864VQA-Score

7

May 21, 2026

FreeStoryBench Multi Character type-based referring prompts

0.86CLIP-T

6

Jun 25, 2026

FreeStoryBench Single Character type-based referring prompts

85.5CLIP-T

6

Jun 25, 2026

VIST 150 stories

0.56Relevance

6

Feb 26, 2026

VIST album level 1.0 (test)

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

VIST photo stream level 1.0 (test)

35.2METEOR-v2

3

Feb 26, 2026

Neural Visual Storyteller

34.4METEOR

3

Feb 26, 2026

VIST 1.0 (test)

53.2Relevance

2

Feb 26, 2026

Visual Storytelling (VIST) 1.0 (test)

19.9StoryAnchor Preference

1

Feb 26, 2026

Popular datasets

VIST FreeStoryBench Visual Storytelling (VIST)ViStoryBench ConsiStory+

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