SpatialPrompting: Keyframe-driven Zero-Shot Spatial Reasoning with Off-the-Shelf Multimodal Large Language Models
Fuente:
arXiv
Saved in:
| Main Authors: | Taguchi, Shun, Deguchi, Hideki, Hamazaki, Takumi, Sakai, Hiroyuki |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Online Embedding Multi-Scale CLIP Features into 3D Maps
by: Taguchi, Shun, et al.
Published: (2024)
by: Taguchi, Shun, et al.
Published: (2024)
Mechanistic Diagnostics of Spatial Lexical Bias in Multimodal Large Language Model Spatial Reasoning
by: Ma, Chuang, et al.
Published: (2026)
by: Ma, Chuang, et al.
Published: (2026)
Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models
by: Xu, Jiacong, et al.
Published: (2025)
by: Xu, Jiacong, et al.
Published: (2025)
Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models
by: Zhan, Xiaoyu, et al.
Published: (2025)
by: Zhan, Xiaoyu, et al.
Published: (2025)
Unleashing Spatial Reasoning in Multimodal Large Language Models via Textual Representation Guided Reasoning
by: Hua, Jiacheng, et al.
Published: (2026)
by: Hua, Jiacheng, et al.
Published: (2026)
TangramPuzzle: Evaluating Multimodal Large Language Models with Compositional Spatial Reasoning
by: Liu, Daixian, et al.
Published: (2026)
by: Liu, Daixian, et al.
Published: (2026)
Zero-Shot Scene Understanding with Multimodal Large Language Models for Automated Vehicles
by: Elhenawy, Mohammed, et al.
Published: (2025)
by: Elhenawy, Mohammed, et al.
Published: (2025)
Large Multilingual Models Pivot Zero-Shot Multimodal Learning across Languages
by: Hu, Jinyi, et al.
Published: (2023)
by: Hu, Jinyi, et al.
Published: (2023)
Reasoning Paths with Reference Objects Elicit Quantitative Spatial Reasoning in Large Vision-Language Models
by: Liao, Yuan-Hong, et al.
Published: (2024)
by: Liao, Yuan-Hong, et al.
Published: (2024)
SPATIOROUTE: Dynamic Prompt Routing for Zero-Shot Spatial Reasoning
by: Chunhachatrachai, Pawat, et al.
Published: (2026)
by: Chunhachatrachai, Pawat, et al.
Published: (2026)
Sparkle: Mastering Basic Spatial Capabilities in Vision Language Models Elicits Generalization to Spatial Reasoning
by: Tang, Yihong, et al.
Published: (2024)
by: Tang, Yihong, et al.
Published: (2024)
Prompt-Induced Score Variance in Zero-Shot Binary Vision-Language Safety Classification
by: Weng, Charles, et al.
Published: (2026)
by: Weng, Charles, et al.
Published: (2026)
TikZero: Zero-Shot Text-Guided Graphics Program Synthesis
by: Belouadi, Jonas, et al.
Published: (2025)
by: Belouadi, Jonas, et al.
Published: (2025)
SpatialLadder: Progressive Training for Spatial Reasoning in Vision-Language Models
by: Li, Hongxing, et al.
Published: (2025)
by: Li, Hongxing, et al.
Published: (2025)
Mind the Gap: Benchmarking Spatial Reasoning in Vision-Language Models
by: Stogiannidis, Ilias, et al.
Published: (2025)
by: Stogiannidis, Ilias, et al.
Published: (2025)
Multi-SpatialMLLM: Multi-Frame Spatial Understanding with Multi-Modal Large Language Models
by: Xu, Runsen, et al.
Published: (2025)
by: Xu, Runsen, et al.
Published: (2025)
Multimodal LLMs Can Reason about Aesthetics in Zero-Shot
by: Jiang, Ruixiang, et al.
Published: (2025)
by: Jiang, Ruixiang, et al.
Published: (2025)
Mitigating Hallucinations in Multimodal Spatial Relations through Constraint-Aware Prompting
by: Wu, Jiarui, et al.
Published: (2025)
by: Wu, Jiarui, et al.
Published: (2025)
OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models
by: Jia, Mengdi, et al.
Published: (2025)
by: Jia, Mengdi, et al.
Published: (2025)
Image-of-Thought Prompting for Visual Reasoning Refinement in Multimodal Large Language Models
by: Zhou, Qiji, et al.
Published: (2024)
by: Zhou, Qiji, et al.
Published: (2024)
MARBLE: A Hard Benchmark for Multimodal Spatial Reasoning and Planning
by: Jiang, Yulun, et al.
Published: (2025)
by: Jiang, Yulun, et al.
Published: (2025)
STORM: Internalized Modeling for Spatial-Temporal Reasoning in Video-Language Models
by: Liang, Yiming, et al.
Published: (2026)
by: Liang, Yiming, et al.
Published: (2026)
Investigating Prompting Techniques for Zero- and Few-Shot Visual Question Answering
by: Awal, Rabiul, et al.
Published: (2023)
by: Awal, Rabiul, et al.
Published: (2023)
SpatialVLM: Endowing Vision-Language Models with Spatial Reasoning Capabilities
by: Chen, Boyuan, et al.
Published: (2024)
by: Chen, Boyuan, et al.
Published: (2024)
Multimodal Language Models Cannot Spot Spatial Inconsistencies
by: Khangaonkar, Om, et al.
Published: (2026)
by: Khangaonkar, Om, et al.
Published: (2026)
ZeroNLG: Aligning and Autoencoding Domains for Zero-Shot Multimodal and Multilingual Natural Language Generation
by: Yang, Bang, et al.
Published: (2023)
by: Yang, Bang, et al.
Published: (2023)
Spectral Prompt Tuning:Unveiling Unseen Classes for Zero-Shot Semantic Segmentation
by: Xu, Wenhao, et al.
Published: (2023)
by: Xu, Wenhao, et al.
Published: (2023)
pySpatial: Generating 3D Visual Programs for Zero-Shot Spatial Reasoning
by: Luo, Zhanpeng, et al.
Published: (2026)
by: Luo, Zhanpeng, et al.
Published: (2026)
SpatialThinker: Reinforcing 3D Reasoning in Multimodal LLMs via Spatial Rewards
by: Batra, Hunar, et al.
Published: (2025)
by: Batra, Hunar, et al.
Published: (2025)
Zero-Shot Visual Concept Blending Without Text Guidance
by: Makino, Hiroya, et al.
Published: (2025)
by: Makino, Hiroya, et al.
Published: (2025)
Can Vision Language Models Learn from Visual Demonstrations of Ambiguous Spatial Reasoning?
by: Zhao, Bowen, et al.
Published: (2024)
by: Zhao, Bowen, et al.
Published: (2024)
KeyVideoLLM: Towards Large-scale Video Keyframe Selection
by: Liang, Hao, et al.
Published: (2024)
by: Liang, Hao, et al.
Published: (2024)
Zero-Shot Video Editing Using Off-The-Shelf Image Diffusion Models
by: Wang, Wen, et al.
Published: (2023)
by: Wang, Wen, et al.
Published: (2023)
Plug-and-Play Grounding of Reasoning in Multimodal Large Language Models
by: Chen, Jiaxing, et al.
Published: (2024)
by: Chen, Jiaxing, et al.
Published: (2024)
MSNav: Zero-Shot Vision-and-Language Navigation with Dynamic Memory and LLM Spatial Reasoning
by: Liu, Chenghao, et al.
Published: (2025)
by: Liu, Chenghao, et al.
Published: (2025)
MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs
by: Daxberger, Erik, et al.
Published: (2025)
by: Daxberger, Erik, et al.
Published: (2025)
Inquire, Interact, and Integrate: A Proactive Agent Collaborative Framework for Zero-Shot Multimodal Medical Reasoning
by: Gu, Zishan, et al.
Published: (2024)
by: Gu, Zishan, et al.
Published: (2024)
GSR-BENCH: A Benchmark for Grounded Spatial Reasoning Evaluation via Multimodal LLMs
by: Rajabi, Navid, et al.
Published: (2024)
by: Rajabi, Navid, et al.
Published: (2024)
11Plus-Bench: Demystifying Multimodal LLM Spatial Reasoning with Cognitive-Inspired Analysis
by: Li, Chengzu, et al.
Published: (2025)
by: Li, Chengzu, et al.
Published: (2025)
Are Multimodal Large Language Models Ready for Omnidirectional Spatial Reasoning?
by: Dongfang, Zihao, et al.
Published: (2025)
by: Dongfang, Zihao, et al.
Published: (2025)
Similar Items
-
Online Embedding Multi-Scale CLIP Features into 3D Maps
by: Taguchi, Shun, et al.
Published: (2024) -
Mechanistic Diagnostics of Spatial Lexical Bias in Multimodal Large Language Model Spatial Reasoning
by: Ma, Chuang, et al.
Published: (2026) -
Towards Zero-Shot Anomaly Detection and Reasoning with Multimodal Large Language Models
by: Xu, Jiacong, et al.
Published: (2025) -
Actial: Activate Spatial Reasoning Ability of Multimodal Large Language Models
by: Zhan, Xiaoyu, et al.
Published: (2025) -
Unleashing Spatial Reasoning in Multimodal Large Language Models via Textual Representation Guided Reasoning
by: Hua, Jiacheng, et al.
Published: (2026)