Text Classification on Rotten Tomatoes
75AccuracyHAN
Evaluation results
| Method | Links | |||
|---|---|---|---|---|
| HANParams=1930.8k, Train hours=0.1022026.06 | 75 | 1,755.3 | 95.6 | |
| TextRNNParams=461.3k, Train hours=0.0622026.06 | 73.2 | 419.4 | 98 | |
| TextCNNParams=1138.7k, Train hours=0.0112026.06 | 72.9 | 1,035.2 | 98.4 | |
| Seq103Params=1.1k, Train hours=82026.06 | 71.7 | — | — | |
| FastTextParams=77.2k, Train hours=0.0012026.06 | 70.5 | 70.2 | 101.7 | |
| TransformerParams=1494.4k, Train hours=0.0392026.06 | 50.2 | 1,358.5 | 142.8 |