SOTA Visual Storytelling benchmarks and papers with code

Benchmarks

Dataset Name	SOTA Method	Metric
VIST (test)	TAVST	METEOR35.7	38	5mo ago
ViStoryBench Lite 2025		CSD (Cross)0.735	21	3mo ago
VIST Human Evaluation (test)	ReCo-RL	Preference Rate71.5	16	5mo ago
VIST Human Evaluation (test)	ReCo-RL	Preference72.3	8	5mo ago
VIST (test)	TAVST	Win Rate42.7	8	4mo ago
ConsiStory+	SDXL	CLIP-T Score0.8584	7	1mo ago
AttriStory (test)	StoryDiffusion	VQA-Score0.8636	7	2mo ago
FreeStoryBench Multi Character type-based referring prompts	FreeStory	CLIP-T0.8604	6	1mo ago
FreeStoryBench Single Character type-based referring prompts	FreeStory	CLIP-T85.5	6	1mo ago
VIST 150 stories	TAVST	Relevance0.56	6	5mo ago
VIST album level 1.0 (test)	VSCMR	METEOR35.5	6	5mo ago
VIST (val)	GLAC Net	Perplexity18.13	6	5mo ago
ContinuityEval	CANVAS	Background Consistency (Consecutive)4.6	5	3mo ago
LogicTale	LogiStory	Instance Consistency4.23	4	3mo ago
VIST (test)	PR-VIST	Top-1 Rank Percentage32.6	4	4mo ago
VIST (test)		BLEU-414.4	4	5mo ago
VIST photo stream level 1.0 (test)	HSRL-64topics	METEOR-v235.2	3	5mo ago
VIST	Neural Visual Storyteller	METEOR34.4	3	5mo ago
VIST 1.0 (test)	StoryAnchor	Relevance53.2	2	5mo ago
Visual Storytelling (VIST) 1.0 (test)	StoryAnchor	StoryAnchor Preference19.9	1	4mo ago

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