Tag: 3D MLLMs
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WildToolBench: Real-World Benchmark for LLM Tool Use
Discover WildToolBench, a new benchmark revealing the real-world challenges LLMs face in tool use with complex user interactions and low accuracy rates.
LLM-Powered Knowledge Base for Root Cause Analysis
Explore how LLMs enhance root cause analysis by building smarter knowledge bases using fine-tuning, RAG, and hybrid methods for faster issue resolution.
How Much LLM Power Does a Self-Revising Agent Need?
Explore how much large language model (LLM) capacity self-revising agents require for optimal planning, reflection, and decision-making in AI systems.
EVGeoQA: Benchmarking LLMs for Dynamic Geo-Spatial Tasks
Explore EVGeoQA, a benchmark evaluating LLMs on dynamic, multi-objective geo-spatial exploration, focusing on EV charging and real-time location data.
UI-in-the-Loop: Enhancing Multimodal GUI Reasoning
Discover the UI-in-the-Loop paradigm improving multimodal GUI reasoning by integrating screen, UI elements, and actions for better interface understanding.