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Article . 2022
License: CC BY
Data sources: Datacite
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Conference object . 2022
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Data sources: ZENODO
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One Step Further: Evaluating Interpreters Using Metamorphic Testing

Authors: anonymous Authors;

One Step Further: Evaluating Interpreters Using Metamorphic Testing

Abstract

This holds the codes and experiment results for the paper "One Step Further: Evaluating Interpreters Using Metamorphic Testing" submitted to ISSTA 2022. The related codes and models are also released on GitHub https://github.com/BLINKSK/Metamorphic-Testing-for-Interpretation-Methods. Users can generate metamorphic images in the custom dataset and test the interpreters. Due to upload speed limitations, we only uploaded some metamorphic images in the package "delete_object" and info of ground_truth_bounding_box in the package "ground_truth_bounding_box". For the same reason, the upload of interpretation results is very slow and often arise error. We only uploaded a part of Grad-CAM in the package "Grad-CAM". We have uploaded more results in Google Drive https://drive.google.com/drive/folders/1e1A1wNxLuzhEf7bczSiqveV1oeWJL-j2?usp=sharing. We will collate and upload more results soon, and please pay attention to the new version. Note that our experimental results and statistics are performed on all data, but the data here is only a part of the display.

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
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