Visual Storytelling on VIST

Metric: BLEU-4 (higher is better)

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#	Model↕	BLEU-4▼	Extra Data	Paper	Date↕	Code
1	HEGR	16.7	Yes	-	-	-
2	IRW	15.4	No	-	-	-
3	HBSG	15.4	No	-	-	-
4	CoVS	15.2	No	-	-	-
5	SentiStory	14.8	No	-	-	-
6	SGEmb	14.8	No	-	-	-
7	INet	14.7	No	Hide-and-Tell: Learning to Bridge Photo Streams ...	2020-02-03	-
8	SGVST	14.7	No	-	-	-
9	TAVST (RL)	14.6	No	Keep it Consistent: Topic-Aware Storytelling fro...	2019-11-11	-
10	BLEU-RL	14.4	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
11	VSCMR	14.3	No	Informative Visual Storytelling with Cross-modal...	2019-07-07	Code
12	MLE	14.3	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
13	AREL-t-100	14.1	No	No Metrics Are Perfect: Adversarial Reward Learn...	2018-04-24	Code
14	MemNet	14.1	No	-	-	-
15	StoryAnchor: w/ Predicted Nouns	14	No	Visual Storytelling via Predicting Anchor Word E...	2020-01-13	-
16	GAN	14	No	No Metrics Are Perfect: Adversarial Reward Learn...	2018-04-24	Code
17	XE-ss	13.7	No	No Metrics Are Perfect: Adversarial Reward Learn...	2018-04-24	Code
18	AREL	13.6	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
19	MCSM+RNN	13	No	Commonsense Knowledge Aware Concept Selection Fo...	2021-02-05	-
20	AOG + ARS	12.9	No	-	-	-
21	K-Storyteller	12.8	No	-	-	Code
22	CST	12.7	No	Contextualize, Show and Tell: A Neural Visual St...	2018-06-03	Code
23	ReCo-RL	12.4	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
24	HSRL w/ Joint Training	12.32	No	Hierarchically Structured Reinforcement Learning...	2018-05-21	-
25	ViT-model	12.3	No	Vision Transformer Based Model for Describing a ...	2022-10-06	-
26	HSRL	9.8	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
27	PR-VIST	7.65	No	Plot and Rework: Modeling Storylines for Visual ...	2021-05-14	Code