SOTAVerified

Visual Storytelling

( Image credit: No Metrics Are Perfect )

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1–50 of 115 papers

TitleStatusHype
Intelligent Grimm - Open-ended Visual Storytelling via Latent Diffusion ModelsCode3
FlipSketch: Flipping Static Drawings to Text-Guided Sketch AnimationsCode3
Alfie: Democratising RGBA Image Generation With No $Code2
Animate-A-Story: Storytelling with Retrieval-Augmented Video GenerationCode2
Intelligent Grimm -- Open-ended Visual Storytelling via Latent Diffusion ModelsCode2
CoMM: A Coherent Interleaved Image-Text Dataset for Multimodal Understanding and GenerationCode2
inkn'hue: Enhancing Manga Colorization from Multiple Priors with Alignment Multi-Encoder VAECode1
Gorgeous: Create Your Desired Character Facial Makeup from Any IdeasCode1
StoryReasoning Dataset: Using Chain-of-Thought for Scene Understanding and Grounded Story GenerationCode1
Openstory++: A Large-scale Dataset and Benchmark for Instance-aware Open-domain Visual StorytellingCode1
TouchStone: Evaluating Vision-Language Models by Language ModelsCode1
Plot and Rework: Modeling Storylines for Visual StorytellingCode1
Expressive Scene Graph Generation Using Commonsense Knowledge Infusion for Visual Understanding and ReasoningCode1
Positional Diffusion: Ordering Unordered Sets with Diffusion Probabilistic ModelsCode1
Bloom Library: Multimodal Datasets in 300+ Languages for a Variety of Downstream Tasks—0
Discourse Analysis for Evaluating Coherence in Video Paragraph Captions—0
Keep it Consistent: Topic-Aware Storytelling from an Image Stream via Iterative Multi-agent Communication—0
BERT-hLSTMs: BERT and Hierarchical LSTMs for Visual Storytelling—0
A Hierarchical Approach for Visual Storytelling Using Image Description—0
Action2Dialogue: Generating Character-Centric Narratives from Scene-Level Prompts—0
Knowledge-enriched Attention Network with Group-wise Semantic for Visual Storytelling—0
A survey on knowledge-enhanced multimodal learning—0
DANTE-AD: Dual-Vision Attention Network for Long-Term Audio Description—0
A System for Image Understanding using Sensemaking and Narrative—0
DiffuVST: Narrating Fictional Scenes with Global-History-Guided Denoising Models—0
DiMBERT: Learning Vision-Language Grounded Representations with Disentangled Multimodal-Attention—0
Context-aware Visual Storytelling with Visual Prefix Tuning and Contrastive Learning—0
Diverse and Relevant Visual Storytelling with Scene Graph Embeddings—0
Dixit: Interactive Visual Storytelling via Term Manipulation—0
Camera Trajectory Generation: A Comprehensive Survey of Methods, Metrics, and Future Directions—0
A-CAP: Anticipation Captioning with Commonsense Knowledge—0
A Pipeline for Creative Visual Storytelling—0
Graph Similarities and Dual Approach for Sequential Text-to-Image Retrieval—0
AesopAgent: Agent-driven Evolutionary System on Story-to-Video Production—0
JarvisArt: Liberating Human Artistic Creativity via an Intelligent Photo Retouching Agent—0
AOG-LSTM: An adaptive attention neural network for visual storytelling—0
Generative Visual Communication in the Era of Vision-Language Models—0
Generating Visual Stories with Grounded and Coreferent Characters—0
Comics for Everyone: Generating Accessible Text Descriptions for Comic Strips—0
Commonsense Knowledge Aware Concept Selection For Diverse and Informative Visual Storytelling—0
Hide-and-Tell: Learning to Bridge Photo Streams for Visual Storytelling—0
Hierarchically-Attentive RNN for Album Summarization and Storytelling—0
Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation—0
Hierarchical memory decoder for visual narrating—0
Hierarchical Photo-Scene Encoder for Album Storytelling—0
Imagine, Reason and Write: Visual Storytelling with Graph Knowledge and Relational Reasoning—0
Improving Visual Storytelling with Multimodal Large Language Models—0
Incorporating Textual Evidence in Visual Storytelling—0
Induction and Reference of Entities in a Visual Story—0
GenDoP: Auto-regressive Camera Trajectory Generation as a Director of Photography—0
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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