LLM Meets Scene Graph: Can Large Language Models Understand and Generate Scene Graphs? A Benchmark and Empirical Study
Fuente:
arXiv
Saved in:
| Main Authors: | Yang, Dongil, Kim, Minjin, Kim, Sunghwan, Kwak, Beong-woo, Park, Minjun, Hong, Jinseok, Woo, Woontack, Yeo, Jinyoung |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions
by: Kwak, Beong-woo, et al.
Published: (2025)
by: Kwak, Beong-woo, et al.
Published: (2025)
On Training Large Language Models for Long-Horizon Tasks: An Empirical Study of Horizon Length
by: Kim, Sunghwan, et al.
Published: (2026)
by: Kim, Sunghwan, et al.
Published: (2026)
Embodied Agents Meet Personalization: Investigating Challenges and Solutions Through the Lens of Memory Utilization
by: Kwon, Taeyoon, et al.
Published: (2025)
by: Kwon, Taeyoon, et al.
Published: (2025)
SceneLinker: Compositional 3D Scene Generation via Semantic Scene Graph from RGB Sequences
by: Kim, Seok-Young, et al.
Published: (2026)
by: Kim, Seok-Young, et al.
Published: (2026)
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
by: Kim, Minjin, et al.
Published: (2024)
by: Kim, Minjin, et al.
Published: (2024)
LLM4SGG: Large Language Models for Weakly Supervised Scene Graph Generation
by: Kim, Kibum, et al.
Published: (2023)
by: Kim, Kibum, et al.
Published: (2023)
One Missing Piece for Open-Source Reasoning Models: A Dataset to Mitigate Cold-Starting Short CoT LLMs in RL
by: Chae, Hyungjoo, et al.
Published: (2025)
by: Chae, Hyungjoo, et al.
Published: (2025)
Viewpoint-Tolerant Depth Perception for Shared Extended Space Experience on Wall-Sized Display
by: Kim, Dooyoung, et al.
Published: (2025)
by: Kim, Dooyoung, et al.
Published: (2025)
What Are You Really Asking For? A Comparative 5W1H Analysis of Learner Questioning in CPR Training with IVAs in Screen-based and Augmented Reality Environments
by: Park, Hyerim, et al.
Published: (2026)
by: Park, Hyerim, et al.
Published: (2026)
Language Models as Compilers: Simulating Pseudocode Execution Improves Algorithmic Reasoning in Language Models
by: Chae, Hyungjoo, et al.
Published: (2024)
by: Chae, Hyungjoo, et al.
Published: (2024)
Can You Share Your Story? Modeling Clients' Metacognition and Openness for LLM Therapist Evaluation
by: Kim, Minju, et al.
Published: (2025)
by: Kim, Minju, et al.
Published: (2025)
YA-TA: Towards Personalized Question-Answering Teaching Assistants using Instructor-Student Dual Retrieval-augmented Knowledge Fusion
by: Yang, Dongil, et al.
Published: (2024)
by: Yang, Dongil, et al.
Published: (2024)
Weakly Supervised Video Scene Graph Generation via Natural Language Supervision
by: Kim, Kibum, et al.
Published: (2025)
by: Kim, Kibum, et al.
Published: (2025)
Adaptive Self-training Framework for Fine-grained Scene Graph Generation
by: Kim, Kibum, et al.
Published: (2024)
by: Kim, Kibum, et al.
Published: (2024)
Int3DNet: Scene-Motion Cross Attention Network for 3D Intention Prediction in Mixed Reality
by: Ha, Taewook, et al.
Published: (2026)
by: Ha, Taewook, et al.
Published: (2026)
AgenticShop: Benchmarking Agentic Product Curation for Personalized Web Shopping
by: Kim, Sunghwan, et al.
Published: (2026)
by: Kim, Sunghwan, et al.
Published: (2026)
Can Large Audio Language Models Understand Audio Well? Speech, Scene and Events Understanding Benchmark for LALMs
by: Yin, Han, et al.
Published: (2025)
by: Yin, Han, et al.
Published: (2025)
Spatio-Temporal Mixed and Augmented Reality Experience Description for Interactive Playback
by: Kim, Dooyoung, et al.
Published: (2025)
by: Kim, Dooyoung, et al.
Published: (2025)
Meta-Objects: Interactive and Multisensory Virtual Objects Learned from the Real World for Use in Augmented Reality
by: Kim, Dooyoung, et al.
Published: (2024)
by: Kim, Dooyoung, et al.
Published: (2024)
Can Large Language Models be Good Emotional Supporter? Mitigating Preference Bias on Emotional Support Conversation
by: Kang, Dongjin, et al.
Published: (2024)
by: Kang, Dongjin, et al.
Published: (2024)
Designing Memory-Augmented AR Agents for Spatiotemporal Reasoning in Personalized Task Assistance
by: Choi, Dongwook, et al.
Published: (2025)
by: Choi, Dongwook, et al.
Published: (2025)
Stop Playing the Guessing Game! Target-free User Simulation for Evaluating Conversational Recommender Systems
by: Kim, Sunghwan, et al.
Published: (2024)
by: Kim, Sunghwan, et al.
Published: (2024)
Task Breakpoint Generation using Origin-Centric Graph in Virtual Reality Recordings for Adaptive Playback
by: Choi, Selin, et al.
Published: (2026)
by: Choi, Selin, et al.
Published: (2026)
Web-Shepherd: Advancing PRMs for Reinforcing Web Agents
by: Chae, Hyungjoo, et al.
Published: (2025)
by: Chae, Hyungjoo, et al.
Published: (2025)
Coffee-Gym: An Environment for Evaluating and Improving Natural Language Feedback on Erroneous Code
by: Chae, Hyungjoo, et al.
Published: (2024)
by: Chae, Hyungjoo, et al.
Published: (2024)
Do LLMs Have Distinct and Consistent Personality? TRAIT: Personality Testset designed for LLMs with Psychometrics
by: Lee, Seungbeen, et al.
Published: (2024)
by: Lee, Seungbeen, et al.
Published: (2024)
TRUEBench: Can LLM Response Meet Real-world Constraints as Productivity Assistant?
by: Park, Jiho, et al.
Published: (2025)
by: Park, Jiho, et al.
Published: (2025)
LLaMo: Large Language Model-based Molecular Graph Assistant
by: Park, Jinyoung, et al.
Published: (2024)
by: Park, Jinyoung, et al.
Published: (2024)
SceneLLM: Implicit Language Reasoning in LLM for Dynamic Scene Graph Generation
by: Zhang, Hang, et al.
Published: (2024)
by: Zhang, Hang, et al.
Published: (2024)
Towards Holistic Surgical Scene Graph
by: Shin, Jongmin, et al.
Published: (2025)
by: Shin, Jongmin, et al.
Published: (2025)
SurgMLLMBench: A Multimodal Large Language Model Benchmark Dataset for Surgical Scene Understanding
by: Choi, Tae-Min, et al.
Published: (2025)
by: Choi, Tae-Min, et al.
Published: (2025)
Graph Elicitation for Guiding Multi-Step Reasoning in Large Language Models
by: Park, Jinyoung, et al.
Published: (2023)
by: Park, Jinyoung, et al.
Published: (2023)
GOTPR: General Outdoor Text-based Place Recognition Using Scene Graph Retrieval with OpenStreetMap
by: Jung, Donghwi, et al.
Published: (2025)
by: Jung, Donghwi, et al.
Published: (2025)
Can Code-Switched Texts Activate a Knowledge Switch in LLMs? A Case Study on English-Korean Code-Switching
by: Kim, Seoyeon, et al.
Published: (2024)
by: Kim, Seoyeon, et al.
Published: (2024)
Hierarchical Question-Answering for Driving Scene Understanding Using Vision-Language Models
by: Mohamud, Safaa Abdullahi Moallim, et al.
Published: (2025)
by: Mohamud, Safaa Abdullahi Moallim, et al.
Published: (2025)
Table Meets LLM: Can Large Language Models Understand Structured Table Data? A Benchmark and Empirical Study
by: Sui, Yuan, et al.
Published: (2023)
by: Sui, Yuan, et al.
Published: (2023)
CONDESION-BENCH: Conditional Decision-Making of Large Language Models in Compositional Action Space
by: Hwang, Yeonjun, et al.
Published: (2026)
by: Hwang, Yeonjun, et al.
Published: (2026)
3DGraphLLM: Combining Semantic Graphs and Large Language Models for 3D Scene Understanding
by: Zemskova, Tatiana, et al.
Published: (2024)
by: Zemskova, Tatiana, et al.
Published: (2024)
Adaptive Visual Scene Understanding: Incremental Scene Graph Generation
by: Khandelwal, Naitik, et al.
Published: (2023)
by: Khandelwal, Naitik, et al.
Published: (2023)
Effects of Vertex Merging & Splitting on Large Coauthorship Networks: A Counterfactual Analysis
by: Kim, Jinseok
Published: (2026)
by: Kim, Jinseok
Published: (2026)
Similar Items
-
ToolHaystack: Stress-Testing Tool-Augmented Language Models in Realistic Long-Term Interactions
by: Kwak, Beong-woo, et al.
Published: (2025) -
On Training Large Language Models for Long-Horizon Tasks: An Empirical Study of Horizon Length
by: Kim, Sunghwan, et al.
Published: (2026) -
Embodied Agents Meet Personalization: Investigating Challenges and Solutions Through the Lens of Memory Utilization
by: Kwon, Taeyoon, et al.
Published: (2025) -
SceneLinker: Compositional 3D Scene Generation via Semantic Scene Graph from RGB Sequences
by: Kim, Seok-Young, et al.
Published: (2026) -
Pearl: A Review-driven Persona-Knowledge Grounded Conversational Recommendation Dataset
by: Kim, Minjin, et al.
Published: (2024)