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AMEX dataset and benchmarks · SOTA2 Research

Research Datasets

AMEX

Benchmarks

Task NameDataset NameSOTA MethodSort

Task NameDataset NameSOTA ResultTrendResults

Mobile UI Reasoning

AMEX

76.2Gmail Accuracy

17

GUI Agent Planning and Execution

AMEX (test)

77.3Success Rate (Gmail)

12

GUI Task Execution

Amex

67.45Success Rate

8

Mobile GUI Automation

AMEX

77.57Type Success Rate

7

Action Prediction

AMEX (test)

72.61Action Accuracy

4

AMEX (test)

79.19Grounding Score

4

Optical Character Recognition

AMEX (test)

79.67OCR Accuracy

4

Image Captioning

AMEX (test)

54.53Caption Score

4

AMEX (High)

80.7Action Matching Score (AMS)

3

Popular tasks

GUI Navigation Image Captioning Optical Character Recognition Action Prediction Grounding

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