Out-of-Distribution Detection on IMDB vs Customer Reviews (test)
94AUROCSoftmax Baseline
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| Softmax BaselineClassifier Architecture=Linear classifier, Input Representation=average of word vectors, Word Vector Dimension=50, Optimization Algorithm=Adam, Training Epochs=152016.10 | 94 | 97 | 84 | 63 | |
| Random Baseline2016.10 | 50 | 66 | 34 | — | |
| Softmax BaselineClassifier Architecture=Linear classifier, Input Representation=average of word vectors, Word Vector Dimension=50, Optimization Algorithm=Adam, Training Epochs=152016.10 | 0.95 | 0.99 | 0.6 | 0.62 | |
| Random Baseline2016.10 | 0.5 | 0.89 | 0.11 | — |