[NeurIPS 2026] Official codebase for the paper "WorldMemArena: Evaluating Multimodal Agent Memory Through Action–World Interaction"
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May 29, 2026 - Python
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multimodal-agents
Here are 17 public repositories matching this topic...
Official Repository for NeurIPS'25 Paper "Tool-Augmented Spatiotemporal Reasoning for Streamlining Video Question Answering Task"
agent computer-vision deep-learning video-understanding video-analysis multimodal videoqa llm mllm tool-learning multimodal-agents video-agents
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Sep 4, 2026 - Python
Evolving what multimodal agents see and how they read it. Framework, ten reusable task skills, and paper resources.
python agents visual-reasoning multimodal skill-learning vision-language-models multimodal-agents skill-evolution
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Oct 14, 2026 - Python
ManimAgent (EMNLP 2026 Main): self-evolving multimodal agents that turn scientific paper sections into Manim teaching animations, with a dual-channel episodic memory bank.
code-generation episodic-memory manim ai-for-education llm-agents langgraph vision-language-models multimodal-agents self-evolving-agents emnlp2026
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Oct 15, 2026 - Python
MedCTA: A Benchmark for Clinical Tool Agents
benchmark controllers tool-use medical-ai vlms agentic-ai reasoning-language-models multimodal-agents tool-augmented-agents
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Jun 11, 2026 - Python
PosterMELD: Multi-Agent Paper-to-Poster Generation for Controllable Design Diversity with Editable Print-Ready Outputs
scientific-documents academic-poster visual-language-models llm-agents multimodal-agents paper-to-poster editable-powerpoint
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Oct 20, 2026 - Python
[CVPR 2026] SUPERGLASSES: Benchmarking Vision Language Models as Intelligent Agents for AI Smart Glasses
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May 12, 2026 - Python
VISTA: Internalizing Collective Visual Experience via On-Policy Distillation for Active Multimodal Agents
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Sep 30, 2026 - Python
A modular framework for benchmarking multimodal AI agents in a reproducible, full-OS environment. Using and adaption of the Smolagents's CodeAgent, Docker containers to run the VM in, VM's created using Qemu.
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Oct 19, 2026 - Jupyter Notebook
几何可信具身导航
semantic-mapping vln embodied-ai habitat-sim matterport3d vision-language-navigation vln-ce qwen-vl multimodal-agents local-vlm
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Sep 8, 2026 - Python
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.
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Nov 20, 2025 - Python
Adaptive Recursive Image Grid for Multimodal Agents.
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Jun 16, 2026 - Python
A visual reasoning layer for autonomous scanning probe microscopy: see, remember, revisit, measure, and act. Builds on VISTA: lossless visual memory, calibrated inspection and measurement tools for multimodal agents, evaluated on the STM-Bench simulator.
benchmark mcp ai-for-science claude-code multimodal-agents scanning-tunneling-microscopy visual-harness
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Oct 13, 2026 - Python
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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May 15, 2026 - Python
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.
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Feb 11, 2026 - Python
Evidence-grounded GRPO diagnostics for document agents.
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Oct 13, 2026 - Python
Legacy PosterMELD project-page history; the production site now ships with the main PosterMELD repository.
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Oct 20, 2026 - HTML
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