Story Generation on VIST

Metric: METEOR (higher is better)

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#	Model↕	METEOR▼	Extra Data	Paper	Date↕	Code
1	HEGR	37.8	Yes	-	-	-
2	TAPM	37.2	Yes	-	-	-
3	HBSG	36.5	No	-	-	-
4	CoVS	36.5	No	-	-	-
5	MCSM+RNN	36.1	No	Commonsense Knowledge Aware Concept Selection Fo...	2021-02-05	-
6	AOG + ARS	36	No	-	-	-
7	SGVST	35.8	No	-	-	-
8	SentiStory	35.7	No	-	-	-
9	TAVST (RL)	35.7	No	Keep it Consistent: Topic-Aware Storytelling fro...	2019-11-11	-
10	IRW	35.6	No	-	-	-
11	SGEmb	35.6	No	-	-	-
12	INet	35.6	No	Hide-and-Tell: Learning to Bridge Photo Streams ...	2020-02-03	-
13	VSCMR	35.5	No	Informative Visual Storytelling with Cross-modal...	2019-07-07	Code
14	MemNet	35.5	No	-	-	-
15	StoryAnchor: w/ Predicted Nouns	35.5	No	Visual Storytelling via Predicting Anchor Word E...	2020-01-13	-
16	ViT-model	35.4	No	Vision Transformer Based Model for Describing a ...	2022-10-06	-
17	HSRL w/ Joint Training	35.23	No	Hierarchically Structured Reinforcement Learning...	2018-05-21	-
18	BLEU-RL	35.2	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
19	AREL	35.2	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
20	K-Storyteller	35.2	No	-	-	Code
21	AREL-t-100	35	No	No Metrics Are Perfect: Adversarial Reward Learn...	2018-04-24	Code
22	GAN	35	No	No Metrics Are Perfect: Adversarial Reward Learn...	2018-04-24	Code
23	MLE	34.8	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
24	XE-ss	34.8	No	No Metrics Are Perfect: Adversarial Reward Learn...	2018-04-24	Code
25	CST	34.4	No	Contextualize, Show and Tell: A Neural Visual St...	2018-06-03	Code
26	TAPM (no V&L)	34.1	No	-	-	-
27	h-attn-rank	33.94	No	Hierarchically-Attentive RNN for Album Summariza...	2017-08-09	-
28	ReCo-RL	33.9	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code
29	PR-VIST	31.6	No	Plot and Rework: Modeling Storylines for Visual ...	2021-05-14	Code
30	GLAC Net	30.14	No	GLAC Net: GLocal Attention Cascading Networks fo...	2018-05-28	Code
31	HSRL	30.1	No	What Makes A Good Story? Designing Composite Rew...	2019-09-11	Code

#1HEGR
37.8
METEOR· Extra Data
No paper
#2TAPM
37.2
METEOR· Extra Data
No paper
#3HBSG
36.5
METEOR
No paper
#4CoVS
36.5
METEOR
No paper
#5MCSM+RNNSOTA
36.1
METEOR· 2021-02-05
Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual Storytelling
#6AOG + ARS
36
METEOR
No paper
#7SGVST
35.8
METEOR
No paper
#8SentiStory
35.7
METEOR
No paper
#9TAVST (RL)SOTA
35.7
METEOR· 2019-11-11
Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication
#10IRW
35.6
METEOR
No paper
#11SGEmb
35.6
METEOR
No paper
#12INet
35.6
METEOR· 2020-02-03
Hide-and-Tell: Learning to Bridge Photo Streams for Visual Storytelling
#13VSCMRSOTA
35.5
METEOR· 2019-07-07
Informative Visual Storytelling with Cross-modal Rules Code
#14MemNet
35.5
METEOR
No paper
#15StoryAnchor: w/ Predicted Nouns
35.5
METEOR· 2020-01-13
Visual Storytelling via Predicting Anchor Word Embeddings in the Stories
#16ViT-model
35.4
METEOR· 2022-10-06
Vision Transformer Based Model for Describing a Set of Images as a Story
#17HSRL w/ Joint TrainingSOTA
35.23
METEOR· 2018-05-21
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation
#18BLEU-RL
35.2
METEOR· 2019-09-11
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling Code
#19AREL
35.2
METEOR· 2019-09-11
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling Code
#20K-Storyteller
35.2
METEOR
No paperCode
#21AREL-t-100SOTA
35
METEOR· 2018-04-24
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling Code
#22GAN
35
METEOR· 2018-04-24
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling Code
#23MLE
34.8
METEOR· 2019-09-11
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling Code
#24XE-ss
34.8
METEOR· 2018-04-24
No Metrics Are Perfect: Adversarial Reward Learning for Visual Storytelling Code
#25CST
34.4
METEOR· 2018-06-03
Contextualize, Show and Tell: A Neural Visual Storyteller Code
#26TAPM (no V&L)
34.1
METEOR
No paper
#27h-attn-rankSOTA
33.94
METEOR· 2017-08-09
Hierarchically-Attentive RNN for Album Summarization and Storytelling
#28ReCo-RL
33.9
METEOR· 2019-09-11
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling Code
#29PR-VIST
31.6
METEOR· 2021-05-14
Plot and Rework: Modeling Storylines for Visual Storytelling Code
#30GLAC Net
30.14
METEOR· 2018-05-28
GLAC Net: GLocal Attention Cascading Networks for Multi-image Cued Story Generation Code
#31HSRL
30.1
METEOR· 2019-09-11
What Makes A Good Story? Designing Composite Rewards for Visual Storytelling Code