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Visual Storytelling

( Image credit: No Metrics Are Perfect )

Papers

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Showing 1–50 of 115 papers

TitleStatusHype
Shape2Animal: Creative Animal Generation from Natural Silhouettes—0
JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent—0
Consistent Story Generation with Asymmetry Zigzag SamplingCode0
Camera Trajectory Generation: A Comprehensive Survey of Methods, Metrics, and Future Directions—0
LoRAShop: Training-Free Multi-Concept Image Generation and Editing with Rectified Flow Transformers—0
Action2Dialogue: Generating Character-Centric Narratives from Scene-Level Prompts—0
StoryReasoning Dataset: Using Chain-of-Thought for Scene Understanding and Grounded Story GenerationCode1
VIST-GPT: Ushering in the Era of Visual Storytelling with LLMs?—0
FLIP Reasoning ChallengeCode0
GenDoP: Auto-regressive Camera Trajectory Generation as a Director of Photography—0
Storybooth: Training-free Multi-Subject Consistency for Improved Visual Storytelling—0
DANTE-AD: Dual-Vision Attention Network for Long-Term Audio Description—0
VinaBench: Benchmark for Faithful and Consistent Visual Narratives—0
MIRAGE: Multimodal Immersive Reasoning and Guided Exploration for Red-Team Jailbreak Attacks—0
Toyteller: AI-powered Visual Storytelling Through Toy-Playing with Character Symbols—0
Generative Visual Communication in the Era of Vision-Language Models—0
FlipSketch: Flipping Static Drawings to Text-Guided Sketch AnimationsCode3
A Comprehensive Survey and Guide to Multimodal Large Language Models in Vision-Language Tasks—0
KAHANI: Culturally-Nuanced Visual Storytelling Pipeline for Non-Western Cultures—0
Multimodal Large Language Models and Tunings: Vision, Language, Sensors, Audio, and BeyondCode0
Generating Visual Stories with Grounded and Coreferent Characters—0
Alfie: Democratising RGBA Image Generation With No $Code2
Semantic Alignment for Multimodal Large Language Models—0
Story3D-Agent: Exploring 3D Storytelling Visualization with Large Language Models—0
Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning—0
Openstory++: A Large-scale Dataset and Benchmark for Instance-aware Open-domain Visual StorytellingCode1
ContextualStory: Consistent Visual Storytelling with Spatially-Enhanced and Storyline ContextCode0
Not (yet) the whole story: Evaluating Visual Storytelling Requires More than Measuring Coherence, Grounding, and RepetitionCode0
Improving Visual Storytelling with Multimodal Large Language Models—0
CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and GenerationCode2
Gorgeous: Create Your Desired Character Facial Makeup from Any IdeasCode1
TARN-VIST: Topic Aware Reinforcement Network for Visual Storytelling—0
AesopAgent: Agent-driven Evolutionary System on Story-to-Video Production—0
Metamorpheus: Interactive, Affective, and Creative Dream Narration Through Metaphorical Visual Storytelling—0
SCO-VIST: Social Interaction Commonsense Knowledge-based Visual Storytelling—0
Intelligent Grimm - Open-ended Visual Storytelling via Latent Diffusion ModelsCode3
MagicScroll: Nontypical Aspect-Ratio Image Generation for Visual Storytelling via Multi-Layered Semantic-Aware Denoising—0
DiffuVST: Narrating Fictional Scenes with Global-History-Guided Denoising Models—0
inkn'hue: Enhancing Manga Colorization from Multiple Priors with Alignment Multi-Encoder VAECode1
GROOViST: A Metric for Grounding Objects in Visual StorytellingCode0
Visual Storytelling with Question-Answer Plans—0
Envisioning Narrative Intelligence: A Creative Visual Storytelling AnthologyCode0
Comics for Everyone: Generating Accessible Text Descriptions for Comic Strips—0
TouchStone: Evaluating Vision-Language Models by Language ModelsCode1
Text-Only Training for Visual Storytelling—0
Animate-A-Story: Storytelling with Retrieval-Augmented Video GenerationCode2
AOG-LSTM: An adaptive attention neural network for visual storytelling—0
Intelligent Grimm -- Open-ended Visual Storytelling via Latent Diffusion ModelsCode2
Visual Chain of Thought: Bridging Logical Gaps with Multimodal Infillings—0
Visual Transformation TellingCode0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GLAC NetMETEOR30.14—Unverified
2HEGRBLEU-416.7—Unverified
3HBSGBLEU-415.4—Unverified
4IRWBLEU-415.4—Unverified
5CoVSBLEU-415.2—Unverified
6SGEmbBLEU-414.8—Unverified
7SentiStoryBLEU-414.8—Unverified
8SGVSTBLEU-414.7—Unverified
9INetBLEU-414.7—Unverified
10TAVST (RL)BLEU-414.6—Unverified