5-class Sentiment Classification on YELP Reviews
60.82AccuracyNDT [-1,1]
Evaluation results
| Method | Links | ||||
|---|---|---|---|---|---|
| NDT [-1,1]Ncomp=32026.03 | 60.82 | 60.8 | 60.8 | 89.3 | |
| Vanilla Transformer2026.03 | 60.73 | 61.1 | 60.8 | 89.2 | |
| NDT [-1,1]Ncomp=42026.03 | 60.56 | 60.6 | 60.5 | 89.2 | |
| Differential TransformerNcomp=22026.03 | 60.5 | 60.5 | 60.3 | 89.1 | |
| NDT [0,1]Ncomp=42026.03 | 60.48 | 59.7 | 59.8 | 89.1 | |
| NDT [0,1]Ncomp=32026.03 | 60.46 | 61.1 | 60.6 | 89 | |
| NDT [0,∞)Ncomp=42026.03 | 60.45 | 59.6 | 59.7 | 89.1 | |
| NDT (−∞,∞)Ncomp=42026.03 | 60.45 | 59.7 | 59.7 | 89.1 | |
| NDT [0,∞)Ncomp=32026.03 | 60.42 | 61.2 | 60.6 | 89 | |
| NDT [0,∞)Ncomp=22026.03 | 60.4 | 60.2 | 60.2 | 89.1 | |
| NDT (−∞,∞)Ncomp=22026.03 | 60.39 | 60.2 | 60.3 | 89.2 | |
| NDT (−∞,∞)Ncomp=32026.03 | 60.38 | 61.1 | 60.6 | 89 | |
| NDT [0,1]Ncomp=22026.03 | 60.36 | 60.3 | 60.3 | 89.1 | |
| NDT [-1,1]Ncomp=22026.03 | 60.23 | 59.7 | 59.8 | 89 |