Visual Storytelling on VIST

Metric: CIDEr (higher is better)

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#	Model↕	CIDEr▼	Extra Data	Paper	Date↕	Code
1	HEGR	14.1	Yes	-	-	-
2	TAPM	13.8	Yes	-	-	-
3	K-Storyteller	12.1	No	-	-	Code
4	AOG + ARS	12	No	-	-	-
5	CoVS	11.5	No	-	-	-
6	IRW	11	No	-	-	-
7	MCSM+RNN	11	No	Commonsense Knowledge Aware Concept Selection Fo...	2021-02-05	-
8	HSRL w/ Joint Training	10.71	No	Hierarchically Structured Reinforcement Learning...	2018-05-21	-
9	SentiStory	10.1	No	-	-	-
10	INet	10	No	Hide-and-Tell: Learning to Bridge Photo Streams ...	2020-02-03	-
11	StoryAnchor: w/ Predicted Nouns	9.9	No	Visual Storytelling via Predicting Anchor Word E...	2020-01-13	-
12	SGVST	9.8	No	-	-	-
13	AREL-t-100	9.4	No	No Metrics Are Perfect: Adversarial Reward Learn...	2018-04-24	Code
14	TAVST (RL)	9.2	No	Keep it Consistent: Topic-Aware Storytelling fro...	2019-11-11	-
15	AREL	9.1	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
16	VSCMR	9	No	Informative Visual Storytelling with Cross-modal...	2019-07-07	Code
17	GAN	9	No	No Metrics Are Perfect: Adversarial Reward Learn...	2018-04-24	Code
18	XE-ss	8.7	No	No Metrics Are Perfect: Adversarial Reward Learn...	2018-04-24	Code
19	SGEmb	8.6	No	-	-	-
20	ReCo-RL	8.6	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
21	BERT-hLSTMs	8.37	No	BERT-hLSTMs: BERT and Hierarchical LSTMs for Vis...	2020-12-03	-
22	TAPM (no V&L)	8.3	No	-	-	-
23	hLSTMs	7.98	No	BERT-hLSTMs: BERT and Hierarchical LSTMs for Vis...	2020-12-03	-
24	h-attn-rank	7.38	No	Hierarchically-Attentive RNN for Album Summariza...	2017-08-09	-
25	MLE	7.2	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
26	BLEU-RL	6.7	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
27	HSRL	5.9	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
28	CST	5.1	No	Contextualize, Show and Tell: A Neural Visual St...	2018-06-03	Code
29	ViT-model	4.4	No	Vision Transformer Based Model for Describing a ...	2022-10-06	-