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Explanation Faithfulness on IMDB Review 1,000 sentences (val)
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68.9
Word Deletion Score
Integ-Grad
43.004
49.727
56.45
63.173
Nov 7, 2021
Word Deletion Score
Updated 1mo ago
Evaluation Results
Method
Method
Links
Word Deletion Score
Integ-Grad
Backbone=BERT
2021.11
68.9
Saliency
Backbone=BERT
2021.11
68.4
Grad-Input
Backbone=BERT
2021.11
68.2
SmoothGrad
Backbone=BERT
2021.11
68.2
Sobol STi
Backbone=BERT
2021.11
66.2
Sobol STip
Backbone=BERT
2021.11
59.8
Saliency
Backbone=bi-LSTM
2021.11
54.1
SmoothGrad
Backbone=bi-LSTM
2021.11
54.1
Integ-Grad
Backbone=bi-LSTM
2021.11
53.8
Occlusion
Backbone=BERT
2021.11
53.1
Grad-Input
Backbone=bi-LSTM
2021.11
52.9
Sobol STi
Backbone=bi-LSTM
2021.11
52.3
Sobol STip
Backbone=bi-LSTM
2021.11
46.1
Occlusion
Backbone=bi-LSTM
2021.11
44
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