TVIR-Bench

TVIR: Building Deep Research Agents Towards Text--Visual Interleaved Report Generation 📖 Overview Deep Research Agents have shown strong capability in multi-step information retrieval, reasoning, and long-form report generation, but existing benchmarks and systems remain predominantly text-centric. We introduce TVIR (

Papers using TVIR-Bench (4)

TVIR: Building Deep Research Agents Towards Text-Visual Interleaved Report Generation2026Visr-bench: An Empirical Study On Visual Retrieval-augmented Generation For Multilingual Long Document Understanding2025Tir-bench: A Comprehensive Benchmark For Agentic Thinking-with-images Reasoning2025Vir-bench: Evaluating Geospatial And Temporal Understanding Of Mllms Via Travel Video Itinerary Reconstruction2025