Text Classification on SST-2 (Accuracy and Compression Metrics)
91.7AccuracyTextCNN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| TextCNNParams=1138.7k, Train hours=0.1542026.06 | 91.7 | 599.3 | 89.4 | |
| HANParams=1930.8k, Train hours=0.7382026.06 | 91.4 | 1,016.2 | 89.7 | |
| TransformerParams=1494.4k, Train hours=0.4182026.06 | 84.9 | 786.5 | 96.6 | |
| TextRNNParams=461.3k, Train hours=0.3342026.06 | 84 | 242.8 | 97.6 | |
| Seq103Params=1.9k, Train hours=312026.06 | 82 | — | — | |
| FastTextParams=77.2k, Train hours=0.0022026.06 | 81 | 40.6 | 101.2 |