v.2.0.0
microsoft/TinyTroupev.2.0.0Feb 13, 2025by yadong-lu
AI Summary
OmniParser v2.0 introduces a larger and cleaner dataset, achieving 60% latency reduction and 39.6 average accuracy on ScreenSpot Pro, while supporting multiple large language models via OmniTool.
Key Highlights
- Larger and cleaner icon caption + grounding dataset
- 60% improvement in latency compared to V1
- 39.6 average accuracy on ScreenSpot Pro
- OmniTool supports OpenAI, DeepSeek, Qwen, and Anthropic
New Features
- Dataset expansion and cleaning
- Latency optimization
- Multi-LLM tool support
Full Release Notes
# What's new in V2.0.0? - Larger and cleaner set of icon caption + grounding dataset - 60% improvement in latency compared to V1 [model checkpoints](https://huggingface.co/microsoft/OmniParser-v2.0) - Strong performance: 39.6 average accuracy on [ScreenSpot Pro](https://github.com/likaixin2000/ScreenSpot-Pro-GUI-Grounding) - Your agent only need one tool: OmniTool. Control a Windows 11 VM with OmniParser + your vision model of choice. OmniTool supports out of the box the following large language models - OpenAI (4o/o1/o3-mini), DeepSeek (R1), Qwen (2.5VL) or Anthropic Computer Use.