Copertina

The Gordian Knot for VLMs: Diagrammatic Knot Reasoning as a Hard Benchmark

Fuente: arXiv

Salvato in:

Dettagli Bibliografici
Autori principali:	Liu, Hao, Liu, Jicheng
Natura:	Preprint
Pubblicazione:	2026
Soggetti:	Artificial Intelligence Computation and Language Computer Vision and Pattern Recognition 68T07, 57K10 I.2.10; I.2.7
Accesso online:	Acceder al recurso
Tags:	Aggiungi Tag Nessun Tag, puoi essere il primo ad aggiungerne!!

Documenti analoghi

HuMoCon: Concept Discovery for Human Motion Understanding
di: Fang, Qihang, et al.
Pubblicazione: (2025)

Perception-Consistency Multimodal Large Language Models Reasoning via Caption-Regularized Policy Optimization
di: Tu, Songjun, et al.
Pubblicazione: (2025)

VALSE: A Task-Independent Benchmark for Vision and Language Models Centered on Linguistic Phenomena
di: Parcalabescu, Letitia, et al.
Pubblicazione: (2021)

Exploring the Capabilities of Large Language Model Encoders for Image-Text Retrieval in Chest X-rays
di: Ko, Hanbin, et al.
Pubblicazione: (2025)

MM-SHAP: A Performance-agnostic Metric for Measuring Multimodal Contributions in Vision and Language Models & Tasks
di: Parcalabescu, Letitia, et al.
Pubblicazione: (2022)

VidNum-1.4K: A Comprehensive Benchmark for Video-based Numerical Reasoning
di: Cui, Shaoyang, et al.
Pubblicazione: (2026)

StoryReasoning Dataset: Using Chain-of-Thought for Scene Understanding and Grounded Story Generation
di: Oliveira, Daniel A. P., et al.
Pubblicazione: (2025)

Game-RL: Synthesizing Multimodal Verifiable Game Data to Boost VLMs' General Reasoning
di: Tong, Jingqi, et al.
Pubblicazione: (2025)

IRONIC: Coherence-Aware Reasoning Chains for Multi-Modal Sarcasm Detection
di: Ramakrishnan, Aashish Anantha, et al.
Pubblicazione: (2025)

Locate-Then-Examine: Grounded Region Reasoning Improves Detection of AI-Generated Images
di: Ji, Yikun, et al.
Pubblicazione: (2025)

Beyond RNNs: Benchmarking Attention-Based Image Captioning Models
di: Yanambakkam, Hemanth Teja, et al.
Pubblicazione: (2025)

Cinéaste: A Fine-grained Contextual Movie Question Answering Benchmark
di: Shah, Nisarg A., et al.
Pubblicazione: (2025)

VGA: Vision GUI Assistant -- Minimizing Hallucinations through Image-Centric Fine-Tuning
di: Meng, Ziyang, et al.
Pubblicazione: (2024)

InterChart: Benchmarking Visual Reasoning Across Decomposed and Distributed Chart Information
di: Iyengar, Anirudh Iyengar Kaniyar Narayana, et al.
Pubblicazione: (2025)

GroundCap: A Visually Grounded Image Captioning Dataset
di: Oliveira, Daniel A. P., et al.
Pubblicazione: (2025)

Relative Drawing Identification Complexity is Invariant to Modality in Vision-Language Models
di: Freitas, Diogo, et al.
Pubblicazione: (2025)

More Than Meets the Eye: Measuring the Semiotic Gap in Vision-Language Models via Semantic Anchorage
di: He, Wei
Pubblicazione: (2026)

Towards Explainable Fake Image Detection with Multi-Modal Large Language Models
di: Ji, Yikun, et al.
Pubblicazione: (2025)

Banana Ripeness Level Classification using a Simple CNN Model Trained with Real and Synthetic Datasets
di: Chuquimarca, Luis, et al.
Pubblicazione: (2025)

Emo3D: Metric and Benchmarking Dataset for 3D Facial Expression Generation from Emotion Description
di: Dehghani, Mahshid, et al.
Pubblicazione: (2024)

Does CLIP perceive art the same way we do?
di: Asperti, Andrea, et al.
Pubblicazione: (2025)

jina-clip-v2: Multilingual Multimodal Embeddings for Text and Images
di: Koukounas, Andreas, et al.
Pubblicazione: (2024)

RONA: Pragmatically Diverse Image Captioning with Coherence Relations
di: Ramakrishnan, Aashish Anantha, et al.
Pubblicazione: (2025)

A Survey on Vision-Language-Action Models for Embodied AI
di: Ma, Yueen, et al.
Pubblicazione: (2024)

PhysicsArena: The First Multimodal Physics Reasoning Benchmark Exploring Variable, Process, and Solution Dimensions
di: Dai, Song, et al.
Pubblicazione: (2025)

RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks
di: Agarwal, Amit, et al.
Pubblicazione: (2025)

ReSpace: Text-Driven Autoregressive 3D Indoor Scene Synthesis and Editing
di: Bucher, Martin JJ., et al.
Pubblicazione: (2025)

Enhanced Kalman with Adaptive Appearance Motion SORT for Grounded Generic Multiple Object Tracking
di: Anh, Duy Le Dinh, et al.
Pubblicazione: (2024)

SUGARCREPE++ Dataset: Vision-Language Model Sensitivity to Semantic and Lexical Alterations
di: Dumpala, Sri Harsha, et al.
Pubblicazione: (2024)

K-MetBench: A Multi-Dimensional Benchmark for Fine-Grained Evaluation of Expert Reasoning, Locality, and Multimodality in Meteorology
di: Kim, Soyeon, et al.
Pubblicazione: (2026)

TV-TREES: Multimodal Entailment Trees for Neuro-Symbolic Video Reasoning
di: Sanders, Kate, et al.
Pubblicazione: (2024)

Conterfactual Generative Zero-Shot Semantic Segmentation
di: Shen, Feihong, et al.
Pubblicazione: (2021)

OR-VSKC: Resolving Visual-Semantic Knowledge Conflicts in Operating Rooms with Synthetic Data-Guided Alignment
di: Zhao, Weiyi, et al.
Pubblicazione: (2025)

Hateful Meme Detection through Context-Sensitive Prompting and Fine-Grained Labeling
di: Ouyang, Rongxin, et al.
Pubblicazione: (2024)

Unpacking Hateful Memes: Presupposed Context and False Claims
di: Cai, Weibin, et al.
Pubblicazione: (2025)

FrameFusion: Combining Similarity and Importance for Video Token Reduction on Large Vision Language Models
di: Fu, Tianyu, et al.
Pubblicazione: (2024)

VisChainBench: A Benchmark for Multi-Turn, Multi-Image Visual Reasoning Beyond Language Priors
di: Lyu, Wenbo, et al.
Pubblicazione: (2025)

MM-Conv: A Multimodal Dataset and Benchmark for Context-Aware Grounding in 3D Dialogue
di: Deichler, Anna, et al.
Pubblicazione: (2026)

Text-to-Events: Synthetic Event Camera Streams from Conditional Text Input
di: Ott, Joachim, et al.
Pubblicazione: (2024)

A Hybrid Vision-Language Architecture for Automated Defect Reasoning and Report Generation in Industrial Inspection
di: Malikussaid, et al.
Pubblicazione: (2026)