RCI: A Score for Evaluating Global and Local Reasoning in Multimodal Benchmarks
Fuente:
arXiv
Saved in:
| Main Authors: | Agarwal, Amit, Patel, Hitesh Laxmichand, Panda, Srikant, Meghwani, Hansa, Singh, Jyotika, Dua, Karan, Li, Paul, Sheng, Tao, Ravi, Sujith, Roth, Dan |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications
by: Patel, Hitesh Laxmichand, et al.
Published: (2025)
by: Patel, Hitesh Laxmichand, et al.
Published: (2025)
FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models
by: Dua, Karan, et al.
Published: (2025)
by: Dua, Karan, et al.
Published: (2025)
Aligning LLMs for Multilingual Consistency in Enterprise Applications
by: Agarwal, Amit, et al.
Published: (2025)
by: Agarwal, Amit, et al.
Published: (2025)
MVTamperBench: Evaluating Robustness of Vision-Language Models
by: Agarwal, Amit, et al.
Published: (2024)
by: Agarwal, Amit, et al.
Published: (2024)
Who's Asking? Investigating Bias Through the Lens of Disability Framed Queries in LLMs
by: Hari, Vishnu, et al.
Published: (2025)
by: Hari, Vishnu, et al.
Published: (2025)
Perception-Consistency Multimodal Large Language Models Reasoning via Caption-Regularized Policy Optimization
by: Tu, Songjun, et al.
Published: (2025)
by: Tu, Songjun, et al.
Published: (2025)
Combined Hyperbolic and Euclidean Soft Triple Loss Beyond the Single Space Deep Metric Learning
by: Saeki, Shozo, et al.
Published: (2025)
by: Saeki, Shozo, et al.
Published: (2025)
Beyond RNNs: Benchmarking Attention-Based Image Captioning Models
by: Yanambakkam, Hemanth Teja, et al.
Published: (2025)
by: Yanambakkam, Hemanth Teja, et al.
Published: (2025)
Banana Ripeness Level Classification using a Simple CNN Model Trained with Real and Synthetic Datasets
by: Chuquimarca, Luis, et al.
Published: (2025)
by: Chuquimarca, Luis, et al.
Published: (2025)
Hard Negative Mining for Domain-Specific Retrieval in Enterprise Systems
by: Meghwani, Hansa, et al.
Published: (2025)
by: Meghwani, Hansa, et al.
Published: (2025)
3DreamBooth: High-Fidelity 3D Subject-Driven Video Generation Model
by: Ko, Hyun-kyu, et al.
Published: (2026)
by: Ko, Hyun-kyu, et al.
Published: (2026)
VisChainBench: A Benchmark for Multi-Turn, Multi-Image Visual Reasoning Beyond Language Priors
by: Lyu, Wenbo, et al.
Published: (2025)
by: Lyu, Wenbo, et al.
Published: (2025)
Leum-VL Technical Report
by: He, Yuxuan, et al.
Published: (2026)
by: He, Yuxuan, et al.
Published: (2026)
A Roadmap for Multilingual, Multimodal Domain Independent Deception Detection
by: Boumber, Dainis, et al.
Published: (2024)
by: Boumber, Dainis, et al.
Published: (2024)
ScreenSpot-Pro: GUI Grounding for Professional High-Resolution Computer Use
by: Li, Kaixin, et al.
Published: (2025)
by: Li, Kaixin, et al.
Published: (2025)
Semantic2Graph: Graph-based Multi-modal Feature Fusion for Action Segmentation in Videos
by: Zhang, Junbin, et al.
Published: (2022)
by: Zhang, Junbin, et al.
Published: (2022)
TowerVision: Understanding and Improving Multilinguality in Vision-Language Models
by: Viveiros, André G., et al.
Published: (2025)
by: Viveiros, André G., et al.
Published: (2025)
Modular Deep Learning Framework for Assistive Perception: Gaze, Affect, and Speaker Identification
by: Anchan, Akshit Pramod, et al.
Published: (2025)
by: Anchan, Akshit Pramod, et al.
Published: (2025)
MOVE: A Mixture-of-Vision-Encoders Approach for Domain-Focused Vision-Language Processing
by: Skripkin, Matvey, et al.
Published: (2025)
by: Skripkin, Matvey, et al.
Published: (2025)
GraphTEN: Graph Enhanced Texture Encoding Network
by: Peng, Bo, et al.
Published: (2025)
by: Peng, Bo, et al.
Published: (2025)
D-SMART: Enhancing LLM Dialogue Consistency via Dynamic Structured Memory And Reasoning Tree
by: Lei, Xiang, et al.
Published: (2025)
by: Lei, Xiang, et al.
Published: (2025)
Sequential PatchCore: Anomaly Detection for Surface Inspection using Synthetic Impurities
by: Mao, Runzhou, et al.
Published: (2025)
by: Mao, Runzhou, et al.
Published: (2025)
AVATAAR: Agentic Video Answering via Temporal Adaptive Alignment and Reasoning
by: Patel, Urjitkumar, et al.
Published: (2025)
by: Patel, Urjitkumar, et al.
Published: (2025)
Graph-PiT: Enhancing Structural Coherence in Part-Based Image Synthesis via Graph Priors
by: Zhang, Junbin, et al.
Published: (2026)
by: Zhang, Junbin, et al.
Published: (2026)
Thinking Longer, Not Always Smarter: Evaluating LLM Capabilities in Hierarchical Legal Reasoning
by: Zhang, Li, et al.
Published: (2025)
by: Zhang, Li, et al.
Published: (2025)
Retrieval-Based Multi-Label Legal Annotation: Extensible, Data-Efficient and Hallucination-Free
by: Zhang, Li, et al.
Published: (2026)
by: Zhang, Li, et al.
Published: (2026)
Spatially Optimized Compact Deep Metric Learning Model for Similarity Search
by: Islam, Md. Farhadul, et al.
Published: (2024)
by: Islam, Md. Farhadul, et al.
Published: (2024)
Generating Natural-Language Surgical Feedback: From Structured Representation to Domain-Grounded Evaluation
by: Nasriddinov, Firdavs, et al.
Published: (2025)
by: Nasriddinov, Firdavs, et al.
Published: (2025)
Scene Detection Policies and Keyframe Extraction Strategies for Large-Scale Video Analysis
by: Korolkov, Vasilii
Published: (2025)
by: Korolkov, Vasilii
Published: (2025)
ROI-GS: Interest-based Local Quality 3D Gaussian Splatting
by: Bui, Quoc-Anh, et al.
Published: (2025)
by: Bui, Quoc-Anh, et al.
Published: (2025)
ROI-NeRFs: Hi-Fi Visualization of Objects of Interest within a Scene by NeRFs Composition
by: Bui, Quoc-Anh, et al.
Published: (2025)
by: Bui, Quoc-Anh, et al.
Published: (2025)
Hateful Meme Detection through Context-Sensitive Prompting and Fine-Grained Labeling
by: Ouyang, Rongxin, et al.
Published: (2024)
by: Ouyang, Rongxin, et al.
Published: (2024)
LinkedOut: Linking World Knowledge Representation Out of Video LLM for Next-Generation Video Recommendation
by: Zhang, Haichao, et al.
Published: (2025)
by: Zhang, Haichao, et al.
Published: (2025)
Does CLIP perceive art the same way we do?
by: Asperti, Andrea, et al.
Published: (2025)
by: Asperti, Andrea, et al.
Published: (2025)
Unpacking Hateful Memes: Presupposed Context and False Claims
by: Cai, Weibin, et al.
Published: (2025)
by: Cai, Weibin, et al.
Published: (2025)
VGA: Vision GUI Assistant -- Minimizing Hallucinations through Image-Centric Fine-Tuning
by: Meng, Ziyang, et al.
Published: (2024)
by: Meng, Ziyang, et al.
Published: (2024)
MORQA: Benchmarking Evaluation Metrics for Medical Open-Ended Question Answering
by: Yim, Wen-wai, et al.
Published: (2025)
by: Yim, Wen-wai, et al.
Published: (2025)
ABot-Claw: A Foundation for Persistent, Cooperative, and Self-Evolving Robotic Agents
by: Huo, Dongjie, et al.
Published: (2026)
by: Huo, Dongjie, et al.
Published: (2026)
Multilingual Multi-Label Emotion Classification at Scale with Synthetic Data
by: Borisov, Vadim
Published: (2026)
by: Borisov, Vadim
Published: (2026)
Consistent Zero-shot 3D Texture Synthesis Using Geometry-aware Diffusion and Temporal Video Models
by: Kang, Donggoo, et al.
Published: (2025)
by: Kang, Donggoo, et al.
Published: (2025)
Similar Items
-
PCRI: Measuring Context Robustness in Multimodal Models for Enterprise Applications
by: Patel, Hitesh Laxmichand, et al.
Published: (2025) -
FlexDoc: Parameterized Sampling for Diverse Multilingual Synthetic Documents for Training Document Understanding Models
by: Dua, Karan, et al.
Published: (2025) -
Aligning LLMs for Multilingual Consistency in Enterprise Applications
by: Agarwal, Amit, et al.
Published: (2025) -
MVTamperBench: Evaluating Robustness of Vision-Language Models
by: Agarwal, Amit, et al.
Published: (2024) -
Who's Asking? Investigating Bias Through the Lens of Disability Framed Queries in LLMs
by: Hari, Vishnu, et al.
Published: (2025)