Efficient Multimodal Planning Agent for Visual Question-Answering Paper • 2601.20676 • Published Jan 28 • 1
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published Aug 7, 2025 • 144
Struct-Searcher: Agentic Structural Thinking Advances Multimodal Deep Information Seeking Paper • 2606.07689 • Published Jun 5 • 6
Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents Paper • 2605.10832 • Published May 11 • 23
GenEvolve: Self-Evolving Image Generation Agents via Tool-Orchestrated Visual Experience Distillation Paper • 2605.21605 • Published May 20 • 16
DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment Paper • 2607.07820 • Published 22 days ago • 91
PlanBench-XL: Evaluating Long-Horizon Planning of LLM Tool-Use Agents in Large-Scale Tool Ecosystems Paper • 2606.22388 • Published Jun 21 • 95
GeoBrowse: A Geolocation Benchmark for Agentic Tool Use with Expert-Annotated Reasoning Traces Paper • 2604.04017 • Published Apr 5 • 9