Official Repository for NeurIPS'25 Paper "Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task"
Official codebase for the paper "WorldMemArena: Evaluating Multimodal Agent Memory Through Action–World Interaction"
MedCTA: A Benchmark for Clinical Tool Agents
PosterMELD: Multi-Agent Paper-to-Poster Generation for Controllable Design Diversity with Editable Print-Ready Outputs
Evaluation of GPT-4o-mini on OSWorld desktop automation benchmark. Compares screenshot-only vs accessibility tree-enhanced approaches across 10 tasks (Chrome, LibreOffice, file ops, etc). Documents critical coordinate extraction failures and provides architectural recommendations for GUI agents.
Fully local AI desktop application that uses multi-agent orchestration to analyze short videos (~1 min) through natural language queries. All AI inference runs offline with no cloud dependencies.
Official implementation of DEC-K: diverse evidence selection and calibrated retrieval depth for long-term memory multimodal agents.
Adaptive Recursive Image Grid for Multimodal Agents.
CoSee is a research prototype for diagnosing shared-state collaboration in resource-constrained visual agents using an auditable Board-based multimodal VQA workflow.
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