On the Effectiveness of Surrogate Fitness Functions for Dataset Generation without Ground Truth

anonymous

Description

Replication package and datset for the paper "On the Effectiveness of Surrogate Fitness Functions for Dataset Generation without Ground Truth"Files matching the pattern generated_dataset_*.tar.xz contain the images generated when running DESIGNATE with the different fitness functions (RQ1, RQ2, RQ3). These files contain resized images for space reasons. Contact us for the original.RQ4-survey.tar.xz contains the survey results.File ReplicationScripts.tar.xz contain the scripts, DNN under test, and GANs to replicate the experiment.

Citations (0)

Mentions (0)

Metrics

Dataset Index

0.5

FAIR Score

81%

Citations

0

Mentions

0

Metrics Over Time

Publication Details

DOI

Publisher

Zenodo

License

Creative Commons Attribution 4.0 International

Assigned Domain

Subfield

Artificial Intelligence

Field

Computer Science

Domain

Physical Sciences

Confidence Score

38%

Source

Scholar Data Model

Normalization Factors

FT

57.69

CTw

1.00

MTw

1.00