Sentiment Classification on IMDB-review heteroskedastic simulated 5%/40% noise (val)
94.3Accuracy (Negative Class)Unif-reg
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| Unif-regReg Strength=λ = 0.01, Backbone=2-layer bidirectional LSTM2020.06 | 94.3 | 51.9 | 73.1 | |
| HARReg Strength=Adaptive, Backbone=2-layer bidirectional LSTM, max enforced regularization strength=0.12020.06 | 93.1 | 72.8 | 83 | |
| ERMReg Strength=0, Backbone=2-layer bidirectional LSTM2020.06 | 91.9 | 50.9 | 71.4 | |
| Unif-regReg Strength=λ = 0.1, Backbone=2-layer bidirectional LSTM2020.06 | 91.5 | 64.3 | 77.9 |