Sentiment Classification on Amazon2 binarized (test)
96AccuracyBaseline BERT
Evaluation results
| Method | Links | |
|---|---|---|
| Baseline BERTLayer Configuration={12, sf}2023.01 | 96 | |
| Funnel Transformer2023.01 | 95 | |
| ContextFirstLayer Configuration=sfsf{10,s}:{10,f}2023.01 | 95 | |
| SparseQueriesLayer Configuration={2,sf}:{10,sf}2023.01 | 95 | |
| SparseQueriesLayer Configuration={3,sf}:{9,sf}2023.01 | 95 | |
| SparseQueriesLayer Configuration={4,sf}:{8,sf}2023.01 | 95 | |
| SparseQueriesLayer Configuration={1,sf}:{11,sf}2023.01 | 94 |