Angie Boggust
Angie Boggust
Thank you so much for this repo! It has been a pleasure to work with. I am setting up a chart captioning finetuning task. My dataset contains pairs of chart...
This PR adds a dataset to exhibit the concept of overfitting. The dataset is linearly separable along the main diagonal, but its positive training samples only span a subset of...
The dataset thumbnails were upside down because the thumbnail canvas' coordinate system moves positively from top to bottom whereas the data point coordinates move negatively from top to bottom. To...
SHAP ([paper](https://proceedings.neurips.cc/paper_files/paper/2017/file/8a20a8621978632d76c43dfd28b67767-Paper.pdf)) is a commonly used and evaluated saliency method. Create a saliency card for it, including results from existing tests. Its methodology is characterized in Table A1 of the...
Guided backpropagation ([paper](https://arxiv.org/abs/1412.6806); [implementation](https://captum.ai/api/guided_backprop.html)) is a commonly used and evaluated saliency method. Create a saliency card for it, including results from existing tests. Its methodology is characterized in Table A1...
Existing perceptual correspondence evaluations have not characterized LIME. As a result, its [saliency card](https://github.com/mitvis/saliency-cards/blob/main/saliency_cards/lime/lime_saliency_card.md) does not have results for perceptual correspondence tests. Evaluate LIME's perceptual correspondence and record the results...
Existing model sensitivity evaluations have not characterized LIME. As a result, its [saliency card](https://github.com/mitvis/saliency-cards/blob/main/saliency_cards/lime/lime_saliency_card.md) does not have results for model sensitivity tests. Evaluate LIME's model sensitivity and record the results...
Existing minimality evaluations have not characterized LIME. As a result, its [saliency card](https://github.com/mitvis/saliency-cards/blob/main/saliency_cards/lime/lime_saliency_card.md) does not have results for minimality tests. Evaluate LIME's minimality and record the results in its saliency...
Existing label sensitivity evaluations have not characterized LIME. As a result, its [saliency card](https://github.com/mitvis/saliency-cards/blob/main/saliency_cards/lime/lime_saliency_card.md) does not have results for label sensitivity tests. Evaluate LIME's label sensitivity and record the results...
Existing input sensitivity evaluations have not characterized XRAI. As a result, its [saliency card](https://github.com/mitvis/saliency-cards/blob/main/saliency_cards/xrai/xrai_saliency_card.md) does not have results for an input sensitivity tests. Evaluate XRAI's input sensitivity and record the...