Explanation Faithfulness on IMDB Review 1,000 sentences (val)
68.9Word Deletion ScoreInteg-Grad
Evaluation Results
| Method | Links | |
|---|---|---|
| Integ-GradBackbone=BERT2021.11 | 68.9 | |
| SaliencyBackbone=BERT2021.11 | 68.4 | |
| Grad-InputBackbone=BERT2021.11 | 68.2 | |
| SmoothGradBackbone=BERT2021.11 | 68.2 | |
| Sobol STiBackbone=BERT2021.11 | 66.2 | |
| Sobol STipBackbone=BERT2021.11 | 59.8 | |
| SaliencyBackbone=bi-LSTM2021.11 | 54.1 | |
| SmoothGradBackbone=bi-LSTM2021.11 | 54.1 | |
| Integ-GradBackbone=bi-LSTM2021.11 | 53.8 | |
| OcclusionBackbone=BERT2021.11 | 53.1 | |
| Grad-InputBackbone=bi-LSTM2021.11 | 52.9 | |
| Sobol STiBackbone=bi-LSTM2021.11 | 52.3 | |
| Sobol STipBackbone=bi-LSTM2021.11 | 46.1 | |
| OcclusionBackbone=bi-LSTM2021.11 | 44 |