DeepMiner-Mano Professional Dexterous Hand Multimodal Large Model

Web Interaction and Interface Operation Expert

Core Capabilities

DeepMiner-Mano provides exceptional web interaction and interface operation capabilities

Web UI Interaction Capability

Completes complex web operation tasks such as form filling, button clicking, element selection, with an accuracy rate of up to 98.9%.

Web Visual Understanding

Understands web interface layout, element relationships and functions, and can accurately identify and locate page elements.

Multi-step Operation Execution

Completes complex tasks requiring multiple interaction steps according to instructions, with an overall operation success rate of 90.5%.

Efficiency and Accuracy

Has significant advantages over other models (Claude, GPT-4, etc.), with a single-step operation accuracy rate of 98.9%.

Web Operation Demo

Browser Windows

Mano can precisely understand web structure, execute complex interaction operations, and achieve automated data collection and system operations.

Performance Comparison

DeepMiner-Mano performs exceptionally well in web operation tasks, far surpassing other models

Operation Success Rate Comparison

Single-step Operation Success Rate

Mano: 98.9%
Qwen2.5-VL: 65.2%
GPT-4.1: 36.9%
Claude 3.7: 36.1%

Overall Operation Success Rate

Mano: 90.5%
Qwen2.5-VL: 10.2%
Other models: 0%

Operation Cost Efficiency

Mano: 83P
Browser-Use: 456P
Operator: 287P

Mano completes more complex tasks at a lower cost

Operation Error Rate

Mano has almost no errors, while other methods have various types of errors, including element location errors, instruction understanding errors, etc.

Key Advantages

DeepMiner-Mano has multiple key advantages in web interaction and interface operation

Operation Precision

Can precisely locate and operate web elements, accurately finding target elements even in complex layouts.

Understanding Complex Instructions

Accurately executes multi-step complex operation instructions, understanding the logical relationships between operations.

Efficient Scrolling Navigation

Can quickly find and operate page elements, even if elements are in invisible areas of the page.

Cost Effectiveness

Completes more complex tasks at a lower cost, greatly enhancing the economics of automated operations.

Multimodal Integration

Seamlessly combines visual understanding with operation execution, achieving truly intelligent interface interaction.

Collaborative Relationship with FA

DeepMiner-Mano is responsible for all interface interaction aspects in multi-agent collaboration

Collaborative Relationship with FA

Interface Interaction Expert

In the multi-agent system, Mano is responsible for all web interface interactions, providing visual understanding and operation execution capabilities.

Coordinated by FA

FA coordinates Mano's work with other agents, ensuring smooth information flow and efficient collaboration.

Data Collection Enabler

Mano enables the system to collect data from various web sources, providing raw materials for other agents to analyze.

Operation Executor

After other agents make decisions, Mano executes the corresponding operations on web interfaces, completing the action loop.

Application Scenarios

DeepMiner-Mano is suitable for various business scenarios requiring interface interaction

Marketing Data Collection

Automatically collects data from various marketing platforms, including advertising platforms, e-commerce platforms, and social media.

RPA Process Automation

Automates repetitive business processes, such as form filling, data entry, and report generation, improving operational efficiency.

Competitive Intelligence Gathering

Monitors competitor websites, collects product information, pricing strategies, and marketing activities to support competitive analysis.

E-commerce Operations

Manages product listings, updates inventory, adjusts prices, and processes orders across multiple e-commerce platforms.

Customer Service Assistance

Assists customer service representatives by quickly retrieving customer information, order status, and relevant policies from internal systems.

Web Testing and QA

Automates web application testing, verifies functionality, identifies bugs, and ensures consistent user experience across different browsers.

Learn More

Explore how DeepMiner-FA can provide multi-agent collaboration solutions for your enterprise