GUI Task Execution on Amex
67.45Success RateAtlas-Pro-7B
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Atlas-Pro-7BMethod Category=Specialized Models, Tuning Strategy=Parameter-tuned, Memory-augmented=false2026.01 | 67.45 | 67.78 | |
| UI-Venus-Navi-7BMethod Category=Specialized Models, Tuning Strategy=Parameter-tuned, Memory-augmented=false2026.01 | 63.58 | 79.67 | |
| MAGNETMethod Category=Agentic Frameworks, Tuning Strategy=Training-free / Inference-only, Backbone=Qwen2.5-VL-32B, Memory-augmented=true2026.01 | 62.84 | 71.53 | |
| MAGNETMethod Category=Agentic Frameworks, Tuning Strategy=Training-free / Inference-only, Backbone=Gemini-2.5-Pro, Memory-augmented=true2026.01 | 62.23 | 75.54 | |
| InfiGUI-R1-3BMethod Category=Specialized Models, Tuning Strategy=Parameter-tuned, Memory-augmented=false2026.01 | 62 | 69.98 | |
| COATMethod Category=Agentic Frameworks, Tuning Strategy=Training-free / Inference-only, Backbone=Qwen2.5-VL-32B, Memory-augmented=false2026.01 | 59.68 | 67.69 | |
| Agent-SMethod Category=Agentic Frameworks, Tuning Strategy=Training-free / Inference-only, Backbone=Qwen2.5-VL-32B, Memory-augmented=true2026.01 | 58.29 | 69.85 | |
| GUI-R1-7BMethod Category=Specialized Models, Tuning Strategy=Parameter-tuned, Memory-augmented=false2026.01 | 49.36 | 59.42 |