作者位次 #4/5ECCV 2026Poster
GridVQA-X: A Diagnostic Framework for Evaluating Multimodal Explainability Methods
Sujay Belsare · Sushant Kumar · Sudarshan Nikhil · Ponnurangam Kumaraguru · Chirag Agarwal
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Sujay Belsare · Sushant Kumar · Sudarshan Nikhil · Ponnurangam Kumaraguru · Chirag Agarwal
Ishan Kavathekar · Hemang Jain · Ameya Rathod · Ponnurangam Kumaraguru · Tanuja Ganu
Large Language Models (LLMs) have demonstrated strong capabilities as autonomous agents through tool use, planning, and decision-making abilities, leading to their widespread adoption across diverse tasks. As task complexity grows, multi-agent LLM systems are increasingly used to solve problems c...
Soham Petkar · Hari Aakash K · Anirudh Vempati · Akshit Sinha · Ponnurangam Kumaraguru · Chirag Agarwal
Recent research has extensively explored the graph-reasoning capabilities of Large Language Models (LLMs) through textual descriptions. However, benchmarks specifically designed for Graph-Language Models (GLMs), which integrate Graph Neural Networks (GNNs) with LLMs, remain significantly underdev...