Cover Image

Predicting When to Trust Vision-Language Models for Spatial Reasoning

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Imran, Muhammad, Lee, Yugyung
Format:	Preprint
Published:	2026
Subjects:	Computer Vision and Pattern Recognition Artificial Intelligence 68T45 I.2.10; I.2.7; I.5.1; H.5.1
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Learning Association via Track-Detection Matching for Multi-Object Tracking
by: Adžemović, Momir
Published: (2025)

Extraction Of Cumulative Blobs From Dynamic Gestures
by: Naulakha, Rishabh, et al.
Published: (2025)

Correspondence of high-dimensional emotion structures elicited by video clips between humans and Multimodal LLMs
by: Asanuma, Haruka, et al.
Published: (2025)

Meaning over Motion: A Semantic-First Approach to 360° Viewport Prediction
by: Khah, Arman Nik, et al.
Published: (2026)

VideoMind: An Omni-Modal Video Dataset with Intent Grounding for Deep-Cognitive Video Understanding
by: Yang, Baoyao, et al.
Published: (2025)

Revisiting Energy-Based Model for Out-of-Distribution Detection
by: Wu, Yifan, et al.
Published: (2024)

TaylorShift: Shifting the Complexity of Self-Attention from Squared to Linear (and Back) using Taylor-Softmax
by: Nauen, Tobias Christian, et al.
Published: (2024)

Leveraging large multimodal models for audio-video deepfake detection: a pilot study
by: Cao, Songjun, et al.
Published: (2026)

See What You Need: Query-Aware Visual Intelligence through Reasoning-Perception Loops
by: Dong, Zixuan, et al.
Published: (2025)

Predictive Modeling of Maritime Radar Data Using Transformer Architecture
by: Qesaraku, Bjorna, et al.
Published: (2025)

Enhancing Spatial Reasoning in Vision-Language Models via Chain-of-Thought Prompting and Reinforcement Learning
by: Ji, Binbin, et al.
Published: (2025)

Tricks and Plug-ins for Gradient Boosting in Image Classification
by: Fang, Biyi, et al.
Published: (2025)

Heart Failure Prediction using Modal Decomposition and Masked Autoencoders for Scarce Echocardiography Databases
by: Bell-Navas, Andrés, et al.
Published: (2025)

MoXaRt: Audio-Visual Object-Guided Sound Interaction for XR
by: Xu, Tianyu, et al.
Published: (2026)

Skullptor: High Fidelity 3D Head Reconstruction in Seconds with Multi-View Normal Prediction
by: Artru, Noé, et al.
Published: (2026)

Deep Spectral Meshes: Multi-Frequency Facial Mesh Processing with Graph Neural Networks
by: Kosk, Robert, et al.
Published: (2024)

Multi-Scale Spatial-Temporal Self-Attention Graph Convolutional Networks for Skeleton-based Action Recognition
by: Nakamura, Ikuo
Published: (2024)

IMKD: Intensity-Aware Multi-Level Knowledge Distillation for Camera-Radar Fusion
by: Mishra, Shashank, et al.
Published: (2025)

MVTamperBench: Evaluating Robustness of Vision-Language Models
by: Agarwal, Amit, et al.
Published: (2024)

Enhancing XR Auditory Realism via Multimodal Scene-Aware Acoustic Rendering
by: Xu, Tianyu, et al.
Published: (2025)

Salient Concept-Aware Generative Data Augmentation
by: Zhao, Tianchen, et al.
Published: (2025)

Robust Confidence Intervals in Stereo Matching using Possibility Theory
by: Malinowski, Roman, et al.
Published: (2024)

Expertized Caption Auto-Enhancement for Video-Text Retrieval
by: Yang, Baoyao, et al.
Published: (2025)

Domain Adaptation of the Pyannote Diarization Pipeline for Conversational Indonesian Audio
by: Prasetyo, Muhammad Daffa'i Rafi, et al.
Published: (2026)

Learning from Semantic Dictionaries: Discriminative Codebook Contrastive Learning for Unified Visual Representation and Generation
by: Estepa, Imanol G., et al.
Published: (2026)

All4One: Symbiotic Neighbour Contrastive Learning via Self-Attention and Redundancy Reduction
by: Estepa, Imanol G., et al.
Published: (2023)

DeepShade: Enable Shade Simulation by Text-conditioned Image Generation
by: Da, Longchao, et al.
Published: (2025)

Objaverse++: Curated 3D Object Dataset with Quality Annotations
by: Lin, Chendi, et al.
Published: (2025)

ReasonPlan: Unified Scene Prediction and Decision Reasoning for Closed-loop Autonomous Driving
by: Liu, Xueyi, et al.
Published: (2025)

Sparse Concept Bottleneck Models: Gumbel Tricks in Contrastive Learning
by: Semenov, Andrei, et al.
Published: (2024)

A Real-Time, Vision-Based System for Badminton Smash Speed Estimation on Mobile Devices
by: Huang, Diwen
Published: (2025)

ZeShot-VQA: Zero-Shot Visual Question Answering Framework with Answer Mapping for Natural Disaster Damage Assessment
by: Karimi, Ehsan, et al.
Published: (2025)

Learning Sign Language Representation using CNN LSTM, 3DCNN, CNN RNN LSTM and CCN TD
by: Louison, Nikita, et al.
Published: (2024)

LLM Performance Predictors: Learning When to Escalate in Hybrid Human-AI Moderation Systems
by: Bachar, Or, et al.
Published: (2026)

Sign language recognition based on deep learning and low-cost handcrafted descriptors
by: Carneiro, Alvaro Leandro Cavalcante, et al.
Published: (2024)

Decoupling Vision and Language: Codebook Anchored Visual Adaptation
by: Wu, Jason, et al.
Published: (2026)

Optimized Gradient Clipping for Noisy Label Learning
by: Ye, Xichen, et al.
Published: (2024)

WildfireVLM: AI-powered Analysis for Early Wildfire Detection and Risk Assessment Using Satellite Imagery
by: Ayanzadeh, Aydin, et al.
Published: (2026)

Transparent but Powerful: Explainability, Accuracy, and Generalizability in ADHD Detection from Social Media Data
by: Wiechmann, D., et al.
Published: (2024)

Evaluation Before Generation: A Paradigm for Robust Multimodal Sentiment Analysis with Missing Modalities
by: Chen, Rongfei, et al.
Published: (2026)