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ResearchFormerly WizWand

Explanation Faithfulness on IMDB Review 1,000 sentences (val)

68.9Word Deletion ScoreInteg-Grad
43.00449.72756.4563.173Nov 7, 2021
Updated 8mo ago

Evaluation results

MethodLinks
Integ-GradBackbone=BERT2021.1168.9
SaliencyBackbone=BERT2021.1168.4
Grad-InputBackbone=BERT2021.1168.2
SmoothGradBackbone=BERT2021.1168.2
Sobol STiBackbone=BERT2021.1166.2
Sobol STipBackbone=BERT2021.1159.8
SaliencyBackbone=bi-LSTM2021.1154.1
SmoothGradBackbone=bi-LSTM2021.1154.1
Integ-GradBackbone=bi-LSTM2021.1153.8
OcclusionBackbone=BERT2021.1153.1
Grad-InputBackbone=bi-LSTM2021.1152.9
Sobol STiBackbone=bi-LSTM2021.1152.3
Sobol STipBackbone=bi-LSTM2021.1146.1
OcclusionBackbone=bi-LSTM2021.1144